BibTeX records: Lawrence Carin

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@article{DBLP:journals/pami/XuLLC23,
  author       = {Hongteng Xu and
                  Jiachang Liu and
                  Dixin Luo and
                  Lawrence Carin},
  title        = {Representing Graphs via Gromov-Wasserstein Factorization},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {1},
  pages        = {999--1016},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2022.3153126},
  doi          = {10.1109/TPAMI.2022.3153126},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/XuLLC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuoXC23,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Lawrence Carin},
  title        = {Differentiable Hierarchical Optimal Transport for Robust Multi-View
                  Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {6},
  pages        = {7293--7307},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2022.3222569},
  doi          = {10.1109/TPAMI.2022.3222569},
  timestamp    = {Fri, 02 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LuoXC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChapfuwaTLKCPCH23,
  author       = {Paidamoyo Chapfuwa and
                  Chenyang Tao and
                  Chunyuan Li and
                  Irfan Khan and
                  Karen Chandross and
                  Michael J. Pencina and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {Calibration and Uncertainty in Neural Time-to-Event Modeling},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {4},
  pages        = {1666--1680},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2020.3029631},
  doi          = {10.1109/TNNLS.2020.3029631},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ChapfuwaTLKCPCH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangWWDCZHC23,
  author       = {Hao Zhang and
                  Chaojie Wang and
                  Zhengjue Wang and
                  Zhibin Duan and
                  Bo Chen and
                  Mingyuan Zhou and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Learning Hierarchical Document Graphs From Multilevel Sentence Relations},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {8},
  pages        = {4273--4285},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2021.3113297},
  doi          = {10.1109/TNNLS.2021.3113297},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhangWWDCZHC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/VermaMSHC23,
  author       = {Vinay Kumar Verma and
                  Nikhil Mehta and
                  Shijing Si and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Pushing the Efficiency Limit Using Structured Sparse Convolutions},
  booktitle    = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
                  2023, Waikoloa, HI, USA, January 2-7, 2023},
  pages        = {6492--6502},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/WACV56688.2023.00644},
  doi          = {10.1109/WACV56688.2023.00644},
  timestamp    = {Tue, 14 Feb 2023 22:26:55 +0100},
  biburl       = {https://dblp.org/rec/conf/wacv/VermaMSHC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05581,
  author       = {Ke Bai and
                  Guoyin Wang and
                  Jiwei Li and
                  Sunghyun Park and
                  Sungjin Lee and
                  Puyang Xu and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Open World Classification with Adaptive Negative Samples},
  journal      = {CoRR},
  volume       = {abs/2303.05581},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.05581},
  doi          = {10.48550/ARXIV.2303.05581},
  eprinttype    = {arXiv},
  eprint       = {2303.05581},
  timestamp    = {Fri, 09 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-05581.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01167,
  author       = {Vinay Kumar Verma and
                  Nikhil Mehta and
                  Kevin J. Liang and
                  Aakansha Mishra and
                  Lawrence Carin},
  title        = {Meta-Learned Attribute Self-Interaction Network for Continual and
                  Generalized Zero-Shot Learning},
  journal      = {CoRR},
  volume       = {abs/2312.01167},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.01167},
  doi          = {10.48550/ARXIV.2312.01167},
  eprinttype    = {arXiv},
  eprint       = {2312.01167},
  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-01167.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HaoMLCEC22,
  author       = {Weituo Hao and
                  Nikhil Mehta and
                  Kevin J. Liang and
                  Pengyu Cheng and
                  Mostafa El{-}Khamy and
                  Lawrence Carin},
  title        = {WAFFLe: Weight Anonymized Factorization for Federated Learning},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {49207--49218},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3172945},
  doi          = {10.1109/ACCESS.2022.3172945},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/HaoMLCEC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/DraelosC22,
  author       = {Rachel Lea Draelos and
                  Lawrence Carin},
  title        = {Explainable multiple abnormality classification of chest {CT} volumes},
  journal      = {Artif. Intell. Medicine},
  volume       = {132},
  pages        = {102372},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.artmed.2022.102372},
  doi          = {10.1016/J.ARTMED.2022.102372},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/DraelosC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhanLDLHC22,
  author       = {Xunlin Zhan and
                  Yuan Li and
                  Xiao Dong and
                  Xiaodan Liang and
                  Zhiting Hu and
                  Lawrence Carin},
  title        = {elBERto: Self-supervised commonsense learning for question answering},
  journal      = {Knowl. Based Syst.},
  volume       = {258},
  pages        = {109964},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.knosys.2022.109964},
  doi          = {10.1016/J.KNOSYS.2022.109964},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/ZhanLDLHC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhouMHKZCLXZYBZ22,
  author       = {Longxi Zhou and
                  Xianglin Meng and
                  Yuxin Huang and
                  Kai Kang and
                  Juexiao Zhou and
                  Yuetan Chu and
                  Haoyang Li and
                  Dexuan Xie and
                  Jiannan Zhang and
                  Weizhen Yang and
                  Na Bai and
                  Yi Zhao and
                  Mingyan Zhao and
                  Guohua Wang and
                  Lawrence Carin and
                  Xigang Xiao and
                  Kaijiang Yu and
                  Zhaowen Qiu and
                  Xin Gao},
  title        = {An interpretable deep learning workflow for discovering subvisual
                  abnormalities in {CT} scans of {COVID-19} inpatients and survivors},
  journal      = {Nat. Mach. Intell.},
  volume       = {4},
  number       = {5},
  pages        = {494--503},
  year         = {2022},
  url          = {https://doi.org/10.1038/s42256-022-00483-7},
  doi          = {10.1038/S42256-022-00483-7},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/natmi/ZhouMHKZCLXZYBZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-deelio/LiuSZDCC22,
  author       = {Jiachang Liu and
                  Dinghan Shen and
                  Yizhe Zhang and
                  Bill Dolan and
                  Lawrence Carin and
                  Weizhu Chen},
  editor       = {Eneko Agirre and
                  Marianna Apidianaki and
                  Ivan Vulic},
  title        = {What Makes Good In-Context Examples for GPT-3?},
  booktitle    = {Proceedings of Deep Learning Inside Out: The 3rd Workshop on Knowledge
                  Extraction and Integration for Deep Learning Architectures, DeeLIO@ACL
                  2022, Dublin, Ireland and Online, May 27, 2022},
  pages        = {100--114},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.deelio-1.10},
  doi          = {10.18653/V1/2022.DEELIO-1.10},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl-deelio/LiuSZDCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SundararamanS0X22,
  author       = {Dhanasekar Sundararaman and
                  Vivek Subramanian and
                  Guoyin Wang and
                  Liyan Xu and
                  Lawrence Carin},
  editor       = {Mohammad Al Hasan and
                  Li Xiong},
  title        = {Improving Downstream Task Performance by Treating Numbers as Entities},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
                  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {4535--4539},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557614},
  doi          = {10.1145/3511808.3557614},
  timestamp    = {Wed, 19 Oct 2022 12:52:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/SundararamanS0X22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Bai0LPLXHC22,
  author       = {Ke Bai and
                  Guoyin Wang and
                  Jiwei Li and
                  Sunghyun Park and
                  Sungjin Lee and
                  Puyang Xu and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Open World Classification with Adaptive Negative Samples},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {4378--4392},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.295},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.295},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/Bai0LPLXHC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gao0AYTHHCP22,
  author       = {Qitong Gao and
                  Dong Wang and
                  Joshua David Amason and
                  Siyang Yuan and
                  Chenyang Tao and
                  Ricardo Henao and
                  Majda Hadziahmetovic and
                  Lawrence Carin and
                  Miroslav Pajic},
  title        = {Gradient Importance Learning for Incomplete Observations},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=fXHl76nO2AZ},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Gao0AYTHHCP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoC0YDHCLT22,
  author       = {Qing Guo and
                  Junya Chen and
                  Dong Wang and
                  Yuewei Yang and
                  Xinwei Deng and
                  Jing Huang and
                  Lawrence Carin and
                  Fan Li and
                  Chenyang Tao},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Tight Mutual Information Estimation With Contrastive Fenchel-Legendre
                  Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/b5cc526f12164b2144bb2e06f2e84864-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GuoC0YDHCLT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChapfuwaRCMH22,
  author       = {Paidamoyo Chapfuwa and
                  Sherri Rose and
                  Lawrence Carin and
                  Edward Meeds and
                  Ricardo Henao},
  editor       = {James Cussens and
                  Kun Zhang},
  title        = {Capturing actionable dynamics with structured latent ordinary differential
                  equations},
  booktitle    = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
                  Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
                  1-5 August 2022, Eindhoven, The Netherlands},
  series       = {Proceedings of Machine Learning Research},
  volume       = {180},
  pages        = {286--295},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v180/chapfuwa22a.html},
  timestamp    = {Sat, 15 Oct 2022 12:08:13 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/ChapfuwaRCMH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/YuanLWBCC22,
  author       = {Siyang Yuan and
                  Yitong Li and
                  Dong Wang and
                  Ke Bai and
                  Lawrence Carin and
                  David E. Carlson},
  title        = {Learning to Weight Filter Groups for Robust Classification},
  booktitle    = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
                  2022, Waikoloa, HI, USA, January 3-8, 2022},
  pages        = {3321--3330},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/WACV51458.2022.00338},
  doi          = {10.1109/WACV51458.2022.00338},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wacv/YuanLWBCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12932,
  author       = {Paidamoyo Chapfuwa and
                  Sherri Rose and
                  Lawrence Carin and
                  Edward Meeds and
                  Ricardo Henao},
  title        = {Capturing Actionable Dynamics with Structured Latent Ordinary Differential
                  Equations},
  journal      = {CoRR},
  volume       = {abs/2202.12932},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.12932},
  eprinttype    = {arXiv},
  eprint       = {2202.12932},
  timestamp    = {Thu, 03 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-12932.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09424,
  author       = {Xunlin Zhan and
                  Yuan Li and
                  Xiao Dong and
                  Xiaodan Liang and
                  Zhiting Hu and
                  Lawrence Carin},
  title        = {elBERto: Self-supervised Commonsense Learning for Question Answering},
  journal      = {CoRR},
  volume       = {abs/2203.09424},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.09424},
  doi          = {10.48550/ARXIV.2203.09424},
  eprinttype    = {arXiv},
  eprint       = {2203.09424},
  timestamp    = {Mon, 28 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-09424.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03559,
  author       = {Dhanasekar Sundararaman and
                  Vivek Subramanian and
                  Guoyin Wang and
                  Liyan Xu and
                  Lawrence Carin},
  title        = {Number Entity Recognition},
  journal      = {CoRR},
  volume       = {abs/2205.03559},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.03559},
  doi          = {10.48550/ARXIV.2205.03559},
  eprinttype    = {arXiv},
  eprint       = {2205.03559},
  timestamp    = {Wed, 11 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-03559.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09923,
  author       = {Ke Bai and
                  Aonan Zhang and
                  Zhizhong Li and
                  Ricardo Henao and
                  Chong Wang and
                  Lawrence Carin},
  title        = {Collaborative Anomaly Detection},
  journal      = {CoRR},
  volume       = {abs/2209.09923},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.09923},
  doi          = {10.48550/ARXIV.2209.09923},
  eprinttype    = {arXiv},
  eprint       = {2209.09923},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-09923.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09132,
  author       = {Dhanasekar Sundararaman and
                  Nikhil Mehta and
                  Lawrence Carin},
  title        = {Pseudo-OOD training for robust language models},
  journal      = {CoRR},
  volume       = {abs/2210.09132},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.09132},
  doi          = {10.48550/ARXIV.2210.09132},
  eprinttype    = {arXiv},
  eprint       = {2210.09132},
  timestamp    = {Wed, 19 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-09132.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12818,
  author       = {Vinay Kumar Verma and
                  Nikhil Mehta and
                  Shijing Si and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Pushing the Efficiency Limit Using Structured Sparse Convolutions},
  journal      = {CoRR},
  volume       = {abs/2210.12818},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.12818},
  doi          = {10.48550/ARXIV.2210.12818},
  eprinttype    = {arXiv},
  eprint       = {2210.12818},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-12818.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DovKACRPHC21,
  author       = {David Dov and
                  Shahar Z. Kovalsky and
                  Serge Assaad and
                  Jonathan Cohen and
                  Danielle Elliott Range and
                  Avani A. Pendse and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Weakly supervised instance learning for thyroid malignancy prediction
                  from whole slide cytopathology images},
  journal      = {Medical Image Anal.},
  volume       = {67},
  pages        = {101814},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.media.2020.101814},
  doi          = {10.1016/J.MEDIA.2020.101814},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/DovKACRPHC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DraelosDMLHRC21,
  author       = {Rachel Lea Draelos and
                  David Dov and
                  Maciej A. Mazurowski and
                  Joseph Y. Lo and
                  Ricardo Henao and
                  Geoffrey D. Rubin and
                  Lawrence Carin},
  title        = {Machine-learning-based multiple abnormality prediction with large-scale
                  chest computed tomography volumes},
  journal      = {Medical Image Anal.},
  volume       = {67},
  pages        = {101857},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.media.2020.101857},
  doi          = {10.1016/J.MEDIA.2020.101857},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/DraelosDMLHRC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLCZ21,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin and
                  Hongyuan Zha},
  title        = {Learning Graphons via Structured Gromov-Wasserstein Barycenters},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {10505--10513},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i12.17257},
  doi          = {10.1609/AAAI.V35I12.17257},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuLCZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CongZLCC21,
  author       = {Yulai Cong and
                  Miaoyun Zhao and
                  Jianqiao Li and
                  Junya Chen and
                  Lawrence Carin},
  title        = {{GO} Hessian for Expectation-Based Objectives},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {12060--12068},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i13.17432},
  doi          = {10.1609/AAAI.V35I13.17432},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/CongZLCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MehtaLVC21,
  author       = {Nikhil Mehta and
                  Kevin J. Liang and
                  Vinay Kumar Verma and
                  Lawrence Carin},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Continual Learning using a Bayesian Nonparametric Dictionary of Weight
                  Factors},
  booktitle    = {The 24th International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {130},
  pages        = {100--108},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/mehta21a.html},
  timestamp    = {Wed, 14 Apr 2021 16:51:37 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MehtaLVC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AssaadZTDMHLC21,
  author       = {Serge Assaad and
                  Shuxi Zeng and
                  Chenyang Tao and
                  Shounak Datta and
                  Nikhil Mehta and
                  Ricardo Henao and
                  Fan Li and
                  Lawrence Carin},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Counterfactual Representation Learning with Balancing Weights},
  booktitle    = {The 24th International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {130},
  pages        = {1972--1980},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/assaad21a.html},
  timestamp    = {Wed, 14 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/AssaadZTDMHLC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/DovASWXKBR0HC21,
  author       = {David Dov and
                  Serge Assaad and
                  Shijing Si and
                  Rui Wang and
                  Hongteng Xu and
                  Shahar Ziv Kovalsky and
                  Jonathan Bell and
                  Danielle Elliott Range and
                  Jonathan Cohen and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Marzyeh Ghassemi and
                  Tristan Naumann and
                  Emma Pierson},
  title        = {Affinitention nets: kernel perspective on attention architectures
                  for set classification with applications to medical text and images},
  booktitle    = {{ACM} {CHIL} '21: {ACM} Conference on Health, Inference, and Learning,
                  Virtual Event, USA, April 8-9, 2021},
  pages        = {14--24},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450439.3451856},
  doi          = {10.1145/3450439.3451856},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/chil/DovASWXKBR0HC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ChapfuwaAZPCH21,
  author       = {Paidamoyo Chapfuwa and
                  Serge Assaad and
                  Shuxi Zeng and
                  Michael J. Pencina and
                  Lawrence Carin and
                  Ricardo Henao},
  editor       = {Marzyeh Ghassemi and
                  Tristan Naumann and
                  Emma Pierson},
  title        = {Enabling counterfactual survival analysis with balanced representations},
  booktitle    = {{ACM} {CHIL} '21: {ACM} Conference on Health, Inference, and Learning,
                  Virtual Event, USA, April 8-9, 2021},
  pages        = {133--145},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450439.3451875},
  doi          = {10.1145/3450439.3451875},
  timestamp    = {Mon, 12 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chil/ChapfuwaAZPCH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SundararamanS0S21,
  author       = {Dhanasekar Sundararaman and
                  Vivek Subramanian and
                  Guoyin Wang and
                  Shijing Si and
                  Dinghan Shen and
                  Dong Wang and
                  Lawrence Carin},
  editor       = {Gao Cong and
                  Maya Ramanath},
  title        = {Syntactic Knowledge-Infused Transformer and {BERT} Models},
  booktitle    = {Proceedings of the {CIKM} 2021 Workshops co-located with 30th {ACM}
                  International Conference on Information and Knowledge Management {(CIKM}
                  2021), Gold Coast, Queensland, Australia, November 1-5, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3052},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3052/short21.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:33 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/SundararamanS0S21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HaoELZLCC21,
  author       = {Weituo Hao and
                  Mostafa El{-}Khamy and
                  Jungwon Lee and
                  Jianyi Zhang and
                  Kevin J. Liang and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Towards Fair Federated Learning With Zero-Shot Data Augmentation},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2021, virtual, June 19-25, 2021},
  pages        = {3310--3319},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021W/TCV/html/Hao\_Towards\_Fair\_Federated\_Learning\_With\_Zero-Shot\_Data\_Augmentation\_CVPRW\_2021\_paper.html},
  doi          = {10.1109/CVPRW53098.2021.00369},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/HaoELZLCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VermaLMRC21,
  author       = {Vinay Kumar Verma and
                  Kevin J. Liang and
                  Nikhil Mehta and
                  Piyush Rai and
                  Lawrence Carin},
  title        = {Efficient Feature Transformations for Discriminative and Generative
                  Continual Learning},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {13865--13875},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Verma\_Efficient\_Feature\_Transformations\_for\_Discriminative\_and\_Generative\_Continual\_Learning\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.01365},
  timestamp    = {Mon, 18 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/VermaLMRC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/00010G0HC21,
  author       = {Liqun Chen and
                  Dong Wang and
                  Zhe Gan and
                  Jingjing Liu and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Wasserstein Contrastive Representation Distillation},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {16296--16305},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Chen\_Wasserstein\_Contrastive\_Representation\_Distillation\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.01603},
  timestamp    = {Mon, 18 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/00010G0HC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SundararamanTLT21,
  author       = {Dhanasekar Sundararaman and
                  Henry Tsai and
                  Kuang{-}Huei Lee and
                  Iulia Turc and
                  Lawrence Carin},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {Learning Task Sampling Policy for Multitask Learning},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
                  2021},
  pages        = {4410--4415},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-emnlp.375},
  doi          = {10.18653/V1/2021.FINDINGS-EMNLP.375},
  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/SundararamanTLT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChengHYSC21,
  author       = {Pengyu Cheng and
                  Weituo Hao and
                  Siyang Yuan and
                  Shijing Si and
                  Lawrence Carin},
  title        = {FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=N6JECD-PI5w},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ChengHYSC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiangHSZCCC21,
  author       = {Kevin J. Liang and
                  Weituo Hao and
                  Dinghan Shen and
                  Yufan Zhou and
                  Weizhu Chen and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {MixKD: Towards Efficient Distillation of Large-scale Language Models},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=UFGEelJkLu5},
  timestamp    = {Wed, 23 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LiangHSZCCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuanCZHGC21,
  author       = {Siyang Yuan and
                  Pengyu Cheng and
                  Ruiyi Zhang and
                  Weituo Hao and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Improving Zero-Shot Voice Style Transfer via Disentangled Representation
                  Learning},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=TgSVWXw22FQ},
  timestamp    = {Wed, 23 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YuanCZHGC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangZHSC21,
  author       = {Qian Yang and
                  Jianyi Zhang and
                  Weituo Hao and
                  Gregory P. Spell and
                  Lawrence Carin},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {{FLOP:} Federated Learning on Medical Datasets using Partial Networks},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {3845--3853},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467185},
  doi          = {10.1145/3447548.3467185},
  timestamp    = {Mon, 16 Aug 2021 16:18:31 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/YangZHSC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DaiGCTCL21,
  author       = {Shuyang Dai and
                  Zhe Gan and
                  Yu Cheng and
                  Chenyang Tao and
                  Lawrence Carin and
                  Jingjing Liu},
  editor       = {Kristina Toutanova and
                  Anna Rumshisky and
                  Luke Zettlemoyer and
                  Dilek Hakkani{-}T{\"{u}}r and
                  Iz Beltagy and
                  Steven Bethard and
                  Ryan Cotterell and
                  Tanmoy Chakraborty and
                  Yichao Zhou},
  title        = {APo-VAE: Text Generation in Hyperbolic Space},
  booktitle    = {Proceedings of the 2021 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2021, Online, June 6-11, 2021},
  pages        = {416--431},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.naacl-main.36},
  doi          = {10.18653/V1/2021.NAACL-MAIN.36},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/DaiGCTCL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SubramanianEBCH21,
  author       = {Vivek Subramanian and
                  Matthew Engelhard and
                  Samuel Berchuck and
                  Liqun Chen and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Kristina Toutanova and
                  Anna Rumshisky and
                  Luke Zettlemoyer and
                  Dilek Hakkani{-}T{\"{u}}r and
                  Iz Beltagy and
                  Steven Bethard and
                  Ryan Cotterell and
                  Tanmoy Chakraborty and
                  Yichao Zhou},
  title        = {SpanPredict: Extraction of Predictive Document Spans with Neural Attention},
  booktitle    = {Proceedings of the 2021 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2021, Online, June 6-11, 2021},
  pages        = {5234--5258},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.naacl-main.413},
  doi          = {10.18653/V1/2021.NAACL-MAIN.413},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/SubramanianEBCH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VarshneyVSCR21,
  author       = {Sakshi Varshney and
                  Vinay Kumar Verma and
                  P. K. Srijith and
                  Lawrence Carin and
                  Piyush Rai},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {{CAM-GAN:} Continual Adaptation Modules for Generative Adversarial
                  Networks},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {15175--15187},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/8073bd4ed0fe0c330290c58056a2cd5e-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/VarshneyVSCR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenXGHCT21,
  author       = {Junya Chen and
                  Zidi Xiu and
                  Benjamin Goldstein and
                  Ricardo Henao and
                  Lawrence Carin and
                  Chenyang Tao},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Supercharging Imbalanced Data Learning With Energy-based Contrastive
                  Representation Transfer},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {21229--21243},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/b151ce4935a3c2807e1dd9963eda16d8-Abstract.html},
  timestamp    = {Fri, 21 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ChenXGHCT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/WangX0WC21,
  author       = {Wenlin Wang and
                  Hongteng Xu and
                  Guoyin Wang and
                  Wenqi Wang and
                  Lawrence Carin},
  title        = {Zero-Shot Recognition via Optimal Transport},
  booktitle    = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
                  2021, Waikoloa, HI, USA, January 3-8, 2021},
  pages        = {3470--3480},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WACV48630.2021.00351},
  doi          = {10.1109/WACV48630.2021.00351},
  timestamp    = {Fri, 18 Jun 2021 10:51:54 +0200},
  biburl       = {https://dblp.org/rec/conf/wacv/WangX0WC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00355,
  author       = {Yehua Wei and
                  Lei Zhang and
                  Ruiyi Zhang and
                  Shijing Si and
                  Hao Zhang and
                  Lawrence Carin},
  title        = {Reinforcement Learning for Flexibility Design Problems},
  journal      = {CoRR},
  volume       = {abs/2101.00355},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.00355},
  eprinttype    = {arXiv},
  eprint       = {2101.00355},
  timestamp    = {Tue, 26 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-00355.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06804,
  author       = {Jiachang Liu and
                  Dinghan Shen and
                  Yizhe Zhang and
                  Bill Dolan and
                  Lawrence Carin and
                  Weizhu Chen},
  title        = {What Makes Good In-Context Examples for GPT-3?},
  journal      = {CoRR},
  volume       = {abs/2101.06804},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06804},
  eprinttype    = {arXiv},
  eprint       = {2101.06804},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06804.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05218,
  author       = {Qian Yang and
                  Jianyi Zhang and
                  Weituo Hao and
                  Gregory Spell and
                  Lawrence Carin},
  title        = {{FLOP:} Federated Learning on Medical Datasets using Partial Networks},
  journal      = {CoRR},
  volume       = {abs/2102.05218},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.05218},
  eprinttype    = {arXiv},
  eprint       = {2102.05218},
  timestamp    = {Thu, 18 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-05218.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11856,
  author       = {Vinay Kumar Verma and
                  Kevin J. Liang and
                  Nikhil Mehta and
                  Lawrence Carin},
  title        = {Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2102.11856},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.11856},
  eprinttype    = {arXiv},
  eprint       = {2102.11856},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-11856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04032,
  author       = {Sakshi Varshney and
                  Vinay Kumar Verma and
                  Lawrence Carin and
                  Piyush Rai},
  title        = {Efficient Continual Adaptation for Generative Adversarial Networks},
  journal      = {CoRR},
  volume       = {abs/2103.04032},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.04032},
  eprinttype    = {arXiv},
  eprint       = {2103.04032},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-04032.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06413,
  author       = {Pengyu Cheng and
                  Weituo Hao and
                  Siyang Yuan and
                  Shijing Si and
                  Lawrence Carin},
  title        = {FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders},
  journal      = {CoRR},
  volume       = {abs/2103.06413},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.06413},
  eprinttype    = {arXiv},
  eprint       = {2103.06413},
  timestamp    = {Tue, 16 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-06413.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09420,
  author       = {Siyang Yuan and
                  Pengyu Cheng and
                  Ruiyi Zhang and
                  Weituo Hao and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Improving Zero-shot Voice Style Transfer via Disentangled Representation
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2103.09420},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.09420},
  eprinttype    = {arXiv},
  eprint       = {2103.09420},
  timestamp    = {Wed, 24 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-09420.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13558,
  author       = {Vinay Kumar Verma and
                  Kevin J. Liang and
                  Nikhil Mehta and
                  Piyush Rai and
                  Lawrence Carin},
  title        = {Efficient Feature Transformations for Discriminative and Generative
                  Continual Learning},
  journal      = {CoRR},
  volume       = {abs/2103.13558},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.13558},
  eprinttype    = {arXiv},
  eprint       = {2103.13558},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-13558.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02652,
  author       = {Meng Xia and
                  Meenal K. Kheterpal and
                  Samantha C. Wong and
                  Christine Park and
                  William Ratliff and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {Malignancy Prediction and Lesion Identification from Clinical Dermatological
                  Images},
  journal      = {CoRR},
  volume       = {abs/2104.02652},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.02652},
  eprinttype    = {arXiv},
  eprint       = {2104.02652},
  timestamp    = {Tue, 13 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-02652.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13417,
  author       = {Weituo Hao and
                  Mostafa El{-}Khamy and
                  Jungwon Lee and
                  Jianyi Zhang and
                  Kevin J. Liang and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Towards Fair Federated Learning with Zero-Shot Data Augmentation},
  journal      = {CoRR},
  volume       = {abs/2104.13417},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.13417},
  eprinttype    = {arXiv},
  eprint       = {2104.13417},
  timestamp    = {Tue, 04 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-13417.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01131,
  author       = {Qing Guo and
                  Junya Chen and
                  Dong Wang and
                  Yuewei Yang and
                  Xinwei Deng and
                  Lawrence Carin and
                  Fan Li and
                  Chenyang Tao},
  title        = {Tight Mutual Information Estimation With Contrastive Fenchel-Legendre
                  Optimization},
  journal      = {CoRR},
  volume       = {abs/2107.01131},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.01131},
  eprinttype    = {arXiv},
  eprint       = {2107.01131},
  timestamp    = {Thu, 18 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-01131.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01152,
  author       = {Junya Chen and
                  Zhe Gan and
                  Xuan Li and
                  Qing Guo and
                  Liqun Chen and
                  Shuyang Gao and
                  Tagyoung Chung and
                  Yi Xu and
                  Belinda Zeng and
                  Wenlian Lu and
                  Fan Li and
                  Lawrence Carin and
                  Chenyang Tao},
  title        = {Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive
                  Learners With FlatNCE},
  journal      = {CoRR},
  volume       = {abs/2107.01152},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.01152},
  eprinttype    = {arXiv},
  eprint       = {2107.01152},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-01152.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01983,
  author       = {Qitong Gao and
                  Dong Wang and
                  Joshua D. Amason and
                  Siyang Yuan and
                  Chenyang Tao and
                  Ricardo Henao and
                  Majda Hadziahmetovic and
                  Lawrence Carin and
                  Miroslav Pajic},
  title        = {Imputation-Free Learning from Incomplete Observations},
  journal      = {CoRR},
  volume       = {abs/2107.01983},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.01983},
  eprinttype    = {arXiv},
  eprint       = {2107.01983},
  timestamp    = {Thu, 18 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-01983.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04661,
  author       = {Serge Assaad and
                  Shuxi Zeng and
                  Henry D. Pfister and
                  Fan Li and
                  Lawrence Carin},
  title        = {H{\"{o}}lder Bounds for Sensitivity Analysis in Causal Reasoning},
  journal      = {CoRR},
  volume       = {abs/2107.04661},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.04661},
  eprinttype    = {arXiv},
  eprint       = {2107.04661},
  timestamp    = {Mon, 12 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-04661.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02947,
  author       = {Junya Chen and
                  Danni Lu and
                  Zidi Xiu and
                  Ke Bai and
                  Lawrence Carin and
                  Chenyang Tao},
  title        = {Variational Inference with Holder Bounds},
  journal      = {CoRR},
  volume       = {abs/2111.02947},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.02947},
  eprinttype    = {arXiv},
  eprint       = {2111.02947},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-02947.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02949,
  author       = {Junya Chen and
                  Sijia Wang and
                  Lawrence Carin and
                  Chenyang Tao},
  title        = {Finite-Time Consensus Learning for Decentralized Optimization with
                  Nonlinear Gossiping},
  journal      = {CoRR},
  volume       = {abs/2111.02949},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.02949},
  eprinttype    = {arXiv},
  eprint       = {2111.02949},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-02949.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12215,
  author       = {Rachel Lea Draelos and
                  Lawrence Carin},
  title        = {Explainable multiple abnormality classification of chest {CT} volumes
                  with AxialNet and HiResCAM},
  journal      = {CoRR},
  volume       = {abs/2111.12215},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.12215},
  eprinttype    = {arXiv},
  eprint       = {2111.12215},
  timestamp    = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-12215.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangXGL0CYWC20,
  author       = {Wenlin Wang and
                  Hongteng Xu and
                  Zhe Gan and
                  Bai Li and
                  Guoyin Wang and
                  Liqun Chen and
                  Qian Yang and
                  Wenqi Wang and
                  Lawrence Carin},
  title        = {Graph-Driven Generative Models for Heterogeneous Multi-Task Learning},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {979--988},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i01.5446},
  doi          = {10.1609/AAAI.V34I01.5446},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/WangXGL0CYWC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoCDC20,
  author       = {Miaoyun Zhao and
                  Yulai Cong and
                  Shuyang Dai and
                  Lawrence Carin},
  title        = {Bridging Maximum Likelihood and Adversarial Learning via {\(\alpha\)}-Divergence},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {6901--6908},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.6172},
  doi          = {10.1609/AAAI.V34I04.6172},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhaoCDC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenBTZ0WHC20,
  author       = {Liqun Chen and
                  Ke Bai and
                  Chenyang Tao and
                  Yizhe Zhang and
                  Guoyin Wang and
                  Wenlin Wang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Sequence Generation with Optimal-Transport-Enhanced Reinforcement
                  Learning},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {7512--7520},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6249},
  doi          = {10.1609/AAAI.V34I05.6249},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenBTZ0WHC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengL0CCC20,
  author       = {Pengyu Cheng and
                  Yitong Li and
                  Xinyuan Zhang and
                  Liqun Chen and
                  David E. Carlson and
                  Lawrence Carin},
  title        = {Dynamic Embedding on Textual Networks via a Gaussian Process},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {7562--7569},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6255},
  doi          = {10.1609/AAAI.V34I05.6255},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChengL0CCC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLZLZCG20,
  author       = {Yuan Li and
                  Chunyuan Li and
                  Yizhe Zhang and
                  Xiujun Li and
                  Guoqing Zheng and
                  Lawrence Carin and
                  Jianfeng Gao},
  title        = {Complementary Auxiliary Classifiers for Label-Conditional Text Generation},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {8303--8310},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6346},
  doi          = {10.1609/AAAI.V34I05.6346},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiLZLZCG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/Dai0ZG0C20,
  author       = {Shuyang Dai and
                  Yu Cheng and
                  Yizhe Zhang and
                  Zhe Gan and
                  Jingjing Liu and
                  Lawrence Carin},
  editor       = {Hiroshi Ishikawa and
                  Cheng{-}Lin Liu and
                  Tom{\'{a}}s Pajdla and
                  Jianbo Shi},
  title        = {Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation},
  booktitle    = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
                  Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
                  Papers, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12625},
  pages        = {268--283},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-69538-5\_17},
  doi          = {10.1007/978-3-030-69538-5\_17},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/accv/Dai0ZG0C20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangCGWSWWC20,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Wenlin Wang and
                  Dinghan Shen and
                  Guoyin Wang and
                  Zheng Wen and
                  Lawrence Carin},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Improving Adversarial Text Generation by Modeling the Distant Future},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {2516--2531},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.227},
  doi          = {10.18653/V1/2020.ACL-MAIN.227},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangCGWSWWC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChengMSMZLC20,
  author       = {Pengyu Cheng and
                  Martin Renqiang Min and
                  Dinghan Shen and
                  Christopher Malon and
                  Yizhe Zhang and
                  Yitong Li and
                  Lawrence Carin},
  editor       = {Dan Jurafsky and
                  Joyce Chai and
                  Natalie Schluter and
                  Joel R. Tetreault},
  title        = {Improving Disentangled Text Representation Learning with Information-Theoretic
                  Guidance},
  booktitle    = {Proceedings of the 58th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2020, Online, July 5-10, 2020},
  pages        = {7530--7541},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.acl-main.673},
  doi          = {10.18653/V1/2020.ACL-MAIN.673},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChengMSMZLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangCGWWC20,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Zheng Wen and
                  Wenlin Wang and
                  Lawrence Carin},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Nested-Wasserstein Self-Imitation Learning for Sequence Generation},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {422--433},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/zhang20b.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ZhangCGWWC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangZCC20,
  author       = {Jianyi Zhang and
                  Ruiyi Zhang and
                  Lawrence Carin and
                  Changyou Chen},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence
                  Theory},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {1877--1887},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/zhang20d.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ZhangZCC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/DaiSTCC20,
  author       = {Shuyang Dai and
                  Kihyuk Sohn and
                  Yi{-}Hsuan Tsai and
                  Lawrence Carin and
                  Manmohan Chandraker},
  title        = {Adaptation Across Extreme Variations using Unlabeled Bridges},
  booktitle    = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
                  Event, UK, September 7-10, 2020},
  publisher    = {{BMVA} Press},
  year         = {2020},
  url          = {https://www.bmvc2020-conference.com/assets/papers/0186.pdf},
  timestamp    = {Wed, 03 Feb 2021 08:35:02 +0100},
  biburl       = {https://dblp.org/rec/conf/bmvc/DaiSTCC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/YangLC20,
  author       = {Yuewei Yang and
                  Kevin J. Liang and
                  Lawrence Carin},
  title        = {Object Detection as a Positive-Unlabeled Problem},
  booktitle    = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
                  Event, UK, September 7-10, 2020},
  publisher    = {{BMVA} Press},
  year         = {2020},
  url          = {https://www.bmvc2020-conference.com/assets/papers/0264.pdf},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bmvc/YangLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/YuanBCZTLWHC20,
  author       = {Siyang Yuan and
                  Ke Bai and
                  Liqun Chen and
                  Yizhe Zhang and
                  Chenyang Tao and
                  Chunyuan Li and
                  Guoyin Wang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Advancing weakly supervised cross-domain alignment with optimal transport},
  booktitle    = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
                  Event, UK, September 7-10, 2020},
  publisher    = {{BMVA} Press},
  year         = {2020},
  url          = {https://www.bmvc2020-conference.com/assets/papers/0566.pdf},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bmvc/YuanBCZTLWHC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ChapfuwaLMCH20,
  author       = {Paidamoyo Chapfuwa and
                  Chunyuan Li and
                  Nikhil Mehta and
                  Lawrence Carin and
                  Ricardo Henao},
  editor       = {Marzyeh Ghassemi},
  title        = {Survival cluster analysis},
  booktitle    = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
                  Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
  pages        = {60--68},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3368555.3384465},
  doi          = {10.1145/3368555.3384465},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chil/ChapfuwaLMCH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LuJWLCCV20,
  author       = {Yantao Lu and
                  Yunhan Jia and
                  Jianyu Wang and
                  Bai Li and
                  Weiheng Chai and
                  Lawrence Carin and
                  Senem Velipasalar},
  title        = {Enhancing Cross-Task Black-Box Transferability of Adversarial Examples
                  With Dispersion Reduction},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {937--946},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Lu\_Enhancing\_Cross-Task\_Black-Box\_Transferability\_of\_Adversarial\_Examples\_With\_Dispersion\_Reduction\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00102},
  timestamp    = {Tue, 31 Aug 2021 14:00:04 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LuJWLCCV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HaoLLCG20,
  author       = {Weituo Hao and
                  Chunyuan Li and
                  Xiujun Li and
                  Lawrence Carin and
                  Jianfeng Gao},
  title        = {Towards Learning a Generic Agent for Vision-and-Language Navigation
                  via Pre-Training},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {13134--13143},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Hao\_Towards\_Learning\_a\_Generic\_Agent\_for\_Vision-and-Language\_Navigation\_via\_Pre-Training\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01315},
  timestamp    = {Mon, 30 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/HaoLLCG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/McManigleBC20,
  author       = {John McManigle and
                  Raquel Bartz and
                  Lawrence Carin},
  title        = {Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of
                  Geometry and Segmentation of Annotations},
  booktitle    = {42nd Annual International Conference of the {IEEE} Engineering in
                  Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
                  July 20-24, 2020},
  pages        = {1266--1269},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/EMBC44109.2020.9176334},
  doi          = {10.1109/EMBC44109.2020.9176334},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/embc/McManigleBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangC0BC20,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Xinyuan Zhang and
                  Ke Bai and
                  Lawrence Carin},
  editor       = {Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Semantic Matching via Optimal Partial Transport},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2020, Online Event, 16-20 November 2020},
  series       = {Findings of {ACL}},
  volume       = {{EMNLP} 2020},
  pages        = {212--222},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.findings-emnlp.21},
  doi          = {10.18653/V1/2020.FINDINGS-EMNLP.21},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ZhangC0BC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SpellGHC20,
  author       = {Gregory Spell and
                  Brian Guay and
                  Sunshine Hillygus and
                  Lawrence Carin},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {An Embedding Model for Estimating Legislative Preferences from the
                  Frequency and Sentiment of Tweets},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {627--641},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.46},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.46},
  timestamp    = {Wed, 23 Mar 2022 10:11:55 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/SpellGHC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangS0ZCH20,
  author       = {Rui Wang and
                  Shijing Si and
                  Guoyin Wang and
                  Lei Zhang and
                  Lawrence Carin and
                  Ricardo Henao},
  editor       = {Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Integrating Task Specific Information into Pretrained Language Models
                  for Low Resource Fine Tuning},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2020, Online Event, 16-20 November 2020},
  series       = {Findings of {ACL}},
  volume       = {{EMNLP} 2020},
  pages        = {3181--3186},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.findings-emnlp.285},
  doi          = {10.18653/V1/2020.FINDINGS-EMNLP.285},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/WangS0ZCH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SundararamanSSW20,
  author       = {Dhanasekar Sundararaman and
                  Shijing Si and
                  Vivek Subramanian and
                  Guoyin Wang and
                  Devamanyu Hazarika and
                  Lawrence Carin},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Methods for Numeracy-Preserving Word Embeddings},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {4742--4753},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.384},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.384},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/SundararamanSSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiLWFLCZTZWSYC20,
  author       = {Jianqiao Li and
                  Chunyuan Li and
                  Guoyin Wang and
                  Hao Fu and
                  Yuh{-}Chen Lin and
                  Liqun Chen and
                  Yizhe Zhang and
                  Chenyang Tao and
                  Ruiyi Zhang and
                  Wenlin Wang and
                  Dinghan Shen and
                  Qian Yang and
                  Lawrence Carin},
  editor       = {Bonnie Webber and
                  Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Improving Text Generation with Student-Forcing Optimal Transport},
  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
  pages        = {9144--9156},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.735},
  doi          = {10.18653/V1/2020.EMNLP-MAIN.735},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LiLWFLCZTZWSYC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/InkawhichLCC20,
  author       = {Nathan Inkawhich and
                  Kevin J. Liang and
                  Lawrence Carin and
                  Yiran Chen},
  title        = {Transferable Perturbations of Deep Feature Distributions},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=rJxAo2VYwr},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/InkawhichLCC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LobelLGC20,
  author       = {Sam Lobel and
                  Chunyuan Li and
                  Jianfeng Gao and
                  Lawrence Carin},
  title        = {RaCT: Toward Amortized Ranking-Critical Training For Collaborative
                  Filtering},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=HJxR7R4FvS},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LobelLGC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenG0LC020,
  author       = {Liqun Chen and
                  Zhe Gan and
                  Yu Cheng and
                  Linjie Li and
                  Lawrence Carin and
                  Jingjing Liu},
  title        = {Graph Optimal Transport for Cross-Domain Alignment},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {1542--1553},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/chen20e.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenG0LC020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengHDLGC20,
  author       = {Pengyu Cheng and
                  Weituo Hao and
                  Shuyang Dai and
                  Jiachang Liu and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {{CLUB:} {A} Contrastive Log-ratio Upper Bound of Mutual Information},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {1779--1788},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/cheng20b.html},
  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChengHDLGC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLHSC20,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Ricardo Henao and
                  Svati Shah and
                  Lawrence Carin},
  title        = {Learning Autoencoders with Relational Regularization},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {10576--10586},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/xu20e.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/XuLHSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoCC20,
  author       = {Miaoyun Zhao and
                  Yulai Cong and
                  Lawrence Carin},
  title        = {On Leveraging Pretrained GANs for Generation with Limited Data},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {11340--11351},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/zhao20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhaoCC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcqmc/SiODCB20,
  author       = {Shijing Si and
                  Chris J. Oates and
                  Andrew B. Duncan and
                  Lawrence Carin and
                  Fran{\c{c}}ois{-}Xavier Briol},
  editor       = {Alexander Keller},
  title        = {Scalable Control Variates for Monte Carlo Methods Via Stochastic Optimization},
  booktitle    = {Monte Carlo and Quasi-Monte Carlo Methods - {MCQMC} 2020, Oxford,
                  United Kingdom, August 10-14},
  series       = {Springer Proceedings in Mathematics and Statistics},
  volume       = {387},
  pages        = {205--221},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-98319-2\_10},
  doi          = {10.1007/978-3-030-98319-2\_10},
  timestamp    = {Wed, 25 May 2022 15:20:11 +0200},
  biburl       = {https://dblp.org/rec/conf/mcqmc/SiODCB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/SiWWZD0C20,
  author       = {Shijing Si and
                  Rui Wang and
                  Jedrek Wosik and
                  Hao Zhang and
                  David Dov and
                  Guoyin Wang and
                  Lawrence Carin},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  Ken Jung and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Students Need More Attention: BERT-based Attention Model for Small
                  Data with Application to Automatic Patient Message Triage},
  booktitle    = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
                  2020, 7-8 August 2020, Virtual Event, Durham, NC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {126},
  pages        = {436--456},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v126/si20a.html},
  timestamp    = {Tue, 26 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlhc/SiWWZD0C20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0025LDLCX20,
  author       = {Hao Zhang and
                  Yuan Li and
                  Zhijie Deng and
                  Xiaodan Liang and
                  Lawrence Carin and
                  Eric P. Xing},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep
                  Learning},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/0a2298a72858d90d5c4b4fee954b6896-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/0025LDLCX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CongZLWC20,
  author       = {Yulai Cong and
                  Miaoyun Zhao and
                  Jianqiao Li and
                  Sijia Wang and
                  Lawrence Carin},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {{GAN} Memory with No Forgetting},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/bf201d5407a6509fa536afc4b380577e-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CongZLWC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/InkawhichLWICC20,
  author       = {Nathan Inkawhich and
                  Kevin J. Liang and
                  Binghui Wang and
                  Matthew Inkawhich and
                  Lawrence Carin and
                  Yiran Chen},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Perturbing Across the Feature Hierarchy to Improve Standard and Strict
                  Blackbox Attack Transferability},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/eefc7bfe8fd6e2c8c01aa6ca7b1aab1a-Abstract.html},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/InkawhichLWICC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuTCLGC20,
  author       = {Danni Lu and
                  Chenyang Tao and
                  Junya Chen and
                  Fan Li and
                  Feng Guo and
                  Lawrence Carin},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Reconsidering Generative Objectives For Counterfactual Reasoning},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/f5cfbc876972bd0d031c8abc37344c28-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LuTCLGC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinghVMCR20,
  author       = {Pravendra Singh and
                  Vinay Kumar Verma and
                  Pratik Mazumder and
                  Lawrence Carin and
                  Piyush Rai},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Calibrating CNNs for Lifelong Learning},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/b3b43aeeacb258365cc69cdaf42a68af-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SinghVMCR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06944,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Zheng Wen and
                  Wenlin Wang and
                  Lawrence Carin},
  title        = {Nested-Wasserstein Self-Imitation Learning for Sequence Generation},
  journal      = {CoRR},
  volume       = {abs/2001.06944},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.06944},
  eprinttype    = {arXiv},
  eprint       = {2001.06944},
  timestamp    = {Fri, 24 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-06944.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02090,
  author       = {Zhouyuan Huo and
                  Qian Yang and
                  Bin Gu and
                  Lawrence Carin and
                  Heng Huang},
  title        = {Faster On-Device Training Using New Federated Momentum Algorithm},
  journal      = {CoRR},
  volume       = {abs/2002.02090},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.02090},
  eprinttype    = {arXiv},
  eprint       = {2002.02090},
  timestamp    = {Wed, 01 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-02090.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02913,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Ricardo Henao and
                  Svati Shah and
                  Lawrence Carin},
  title        = {Learning Autoencoders with Relational Regularization},
  journal      = {CoRR},
  volume       = {abs/2002.02913},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.02913},
  eprinttype    = {arXiv},
  eprint       = {2002.02913},
  timestamp    = {Mon, 10 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-02913.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04672,
  author       = {Yuewei Yang and
                  Kevin J. Liang and
                  Lawrence Carin},
  title        = {Object Detection as a Positive-Unlabeled Problem},
  journal      = {CoRR},
  volume       = {abs/2002.04672},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04672},
  eprinttype    = {arXiv},
  eprint       = {2002.04672},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04672.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04752,
  author       = {Rachel Lea Draelos and
                  David Dov and
                  Maciej A. Mazurowski and
                  Joseph Y. Lo and
                  Ricardo Henao and
                  Geoffrey D. Rubin and
                  Lawrence Carin},
  title        = {Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale
                  Chest Computed Tomography Volumes},
  journal      = {CoRR},
  volume       = {abs/2002.04752},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04752},
  eprinttype    = {arXiv},
  eprint       = {2002.04752},
  timestamp    = {Fri, 14 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04752.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10638,
  author       = {Weituo Hao and
                  Chunyuan Li and
                  Xiujun Li and
                  Lawrence Carin and
                  Jianfeng Gao},
  title        = {Towards Learning a Generic Agent for Vision-and-Language Navigation
                  via Pre-training},
  journal      = {CoRR},
  volume       = {abs/2002.10638},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.10638},
  eprinttype    = {arXiv},
  eprint       = {2002.10638},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-10638.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11810,
  author       = {Miaoyun Zhao and
                  Yulai Cong and
                  Lawrence Carin},
  title        = {On Leveraging Pretrained GANs for Limited-Data Generation},
  journal      = {CoRR},
  volume       = {abs/2002.11810},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.11810},
  eprinttype    = {arXiv},
  eprint       = {2002.11810},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-11810.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00355,
  author       = {Paidamoyo Chapfuwa and
                  Chunyuan Li and
                  Nikhil Mehta and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {Survival Cluster Analysis},
  journal      = {CoRR},
  volume       = {abs/2003.00355},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.00355},
  eprinttype    = {arXiv},
  eprint       = {2003.00355},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-00355.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05733,
  author       = {Bai Li and
                  Shiqi Wang and
                  Yunhan Jia and
                  Yantao Lu and
                  Zhenyu Zhong and
                  Lawrence Carin and
                  Suman Jana},
  title        = {Towards Practical Lottery Ticket Hypothesis for Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/2003.05733},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.05733},
  eprinttype    = {arXiv},
  eprint       = {2003.05733},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-05733.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10098,
  author       = {Nikhil Mehta and
                  Kevin J. Liang and
                  Lawrence Carin},
  title        = {Bayesian Nonparametric Weight Factorization for Continual Learning},
  journal      = {CoRR},
  volume       = {abs/2004.10098},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.10098},
  eprinttype    = {arXiv},
  eprint       = {2004.10098},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-10098.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12519,
  author       = {Nathan Inkawhich and
                  Kevin J. Liang and
                  Lawrence Carin and
                  Yiran Chen},
  title        = {Transferable Perturbations of Deep Feature Distributions},
  journal      = {CoRR},
  volume       = {abs/2004.12519},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.12519},
  eprinttype    = {arXiv},
  eprint       = {2004.12519},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-12519.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14861,
  author       = {Nathan Inkawhich and
                  Kevin J. Liang and
                  Binghui Wang and
                  Matthew Inkawhich and
                  Lawrence Carin and
                  Yiran Chen},
  title        = {Perturbing Across the Feature Hierarchy to Improve Standard and Strict
                  Blackbox Attack Transferability},
  journal      = {CoRR},
  volume       = {abs/2004.14861},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.14861},
  eprinttype    = {arXiv},
  eprint       = {2004.14861},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-14861.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00054,
  author       = {Shuyang Dai and
                  Zhe Gan and
                  Yu Cheng and
                  Chenyang Tao and
                  Lawrence Carin and
                  Jingjing Liu},
  title        = {APo-VAE: Text Generation in Hyperbolic Space},
  journal      = {CoRR},
  volume       = {abs/2005.00054},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.00054},
  eprinttype    = {arXiv},
  eprint       = {2005.00054},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-00054.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01279,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Wenlin Wang and
                  Dinghan Shen and
                  Guoyin Wang and
                  Zheng Wen and
                  Lawrence Carin},
  title        = {Improving Adversarial Text Generation by Modeling the Distant Future},
  journal      = {CoRR},
  volume       = {abs/2005.01279},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.01279},
  eprinttype    = {arXiv},
  eprint       = {2005.01279},
  timestamp    = {Fri, 08 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-01279.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01618,
  author       = {Ruiyi Zhang and
                  Tong Yu and
                  Yilin Shen and
                  Hongxia Jin and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Reward Constrained Interactive Recommendation with Natural Language
                  Feedback},
  journal      = {CoRR},
  volume       = {abs/2005.01618},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.01618},
  eprinttype    = {arXiv},
  eprint       = {2005.01618},
  timestamp    = {Sun, 24 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-01618.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03824,
  author       = {John McManigle and
                  Raquel Bartz and
                  Lawrence Carin},
  title        = {Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of
                  Geometry and Segmentation of Annotations},
  journal      = {CoRR},
  volume       = {abs/2005.03824},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.03824},
  eprinttype    = {arXiv},
  eprint       = {2005.03824},
  timestamp    = {Thu, 14 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-03824.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00693,
  author       = {Pengyu Cheng and
                  Martin Renqiang Min and
                  Dinghan Shen and
                  Christopher Malon and
                  Yizhe Zhang and
                  Yitong Li and
                  Lawrence Carin},
  title        = {Improving Disentangled Text Representation Learning with Information-Theoretic
                  Guidance},
  journal      = {CoRR},
  volume       = {abs/2006.00693},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.00693},
  eprinttype    = {arXiv},
  eprint       = {2006.00693},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-00693.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03089,
  author       = {Bai Li and
                  Shiqi Wang and
                  Suman Jana and
                  Lawrence Carin},
  title        = {Towards Understanding Fast Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/2006.03089},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.03089},
  eprinttype    = {arXiv},
  eprint       = {2006.03089},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-03089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03160,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Lawrence Carin},
  title        = {Hierarchical Optimal Transport for Robust Multi-View Learning},
  journal      = {CoRR},
  volume       = {abs/2006.03160},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.03160},
  eprinttype    = {arXiv},
  eprint       = {2006.03160},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-03160.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07487,
  author       = {Shijing Si and
                  Chris J. Oates and
                  Andrew B. Duncan and
                  Lawrence Carin and
                  Fran{\c{c}}ois{-}Xavier Briol},
  title        = {Scalable Control Variates for Monte Carlo Methods via Stochastic Optimization},
  journal      = {CoRR},
  volume       = {abs/2006.07487},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.07487},
  eprinttype    = {arXiv},
  eprint       = {2006.07487},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07487.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07543,
  author       = {Yulai Cong and
                  Miaoyun Zhao and
                  Jianqiao Li and
                  Sijia Wang and
                  Lawrence Carin},
  title        = {{GAN} Memory with No Forgetting},
  journal      = {CoRR},
  volume       = {abs/2006.07543},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.07543},
  eprinttype    = {arXiv},
  eprint       = {2006.07543},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07543.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07756,
  author       = {Paidamoyo Chapfuwa and
                  Serge Assaad and
                  Shuxi Zeng and
                  Michael J. Pencina and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {Survival Analysis meets Counterfactual Inference},
  journal      = {CoRR},
  volume       = {abs/2006.07756},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.07756},
  eprinttype    = {arXiv},
  eprint       = {2006.07756},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07756.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08873,
  author       = {Yulai Cong and
                  Miaoyun Zhao and
                  Jianqiao Li and
                  Junya Chen and
                  Lawrence Carin},
  title        = {{GO} Hessian for Expectation-Based Objectives},
  journal      = {CoRR},
  volume       = {abs/2006.08873},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.08873},
  eprinttype    = {arXiv},
  eprint       = {2006.08873},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-08873.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11991,
  author       = {Shijing Si and
                  Rui Wang and
                  Jedrek Wosik and
                  Hao Zhang and
                  David Dov and
                  Guoyin Wang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Students Need More Attention: BERT-based AttentionModel for Small
                  Data with Application to AutomaticPatient Message Triage},
  journal      = {CoRR},
  volume       = {abs/2006.11991},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.11991},
  eprinttype    = {arXiv},
  eprint       = {2006.11991},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-11991.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12013,
  author       = {Pengyu Cheng and
                  Weituo Hao and
                  Shuyang Dai and
                  Jiachang Liu and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {{CLUB:} {A} Contrastive Log-ratio Upper Bound of Mutual Information},
  journal      = {CoRR},
  volume       = {abs/2006.12013},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.12013},
  eprinttype    = {arXiv},
  eprint       = {2006.12013},
  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-12013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14744,
  author       = {Liqun Chen and
                  Zhe Gan and
                  Yu Cheng and
                  Linjie Li and
                  Lawrence Carin and
                  Jingjing Liu},
  title        = {Graph Optimal Transport for Cross-Domain Alignment},
  journal      = {CoRR},
  volume       = {abs/2006.14744},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.14744},
  eprinttype    = {arXiv},
  eprint       = {2006.14744},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-14744.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06178,
  author       = {Miaoyun Zhao and
                  Yulai Cong and
                  Shuyang Dai and
                  Lawrence Carin},
  title        = {Bridging Maximum Likelihood and Adversarial Learning via {\(\alpha\)}-Divergence},
  journal      = {CoRR},
  volume       = {abs/2007.06178},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.06178},
  eprinttype    = {arXiv},
  eprint       = {2007.06178},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-06178.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05687,
  author       = {Weituo Hao and
                  Nikhil Mehta and
                  Kevin J. Liang and
                  Pengyu Cheng and
                  Mostafa El{-}Khamy and
                  Lawrence Carin},
  title        = {WAFFLe: Weight Anonymized Factorization for Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2008.05687},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.05687},
  eprinttype    = {arXiv},
  eprint       = {2008.05687},
  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-05687.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06597,
  author       = {Siyang Yuan and
                  Ke Bai and
                  Liqun Chen and
                  Yizhe Zhang and
                  Chenyang Tao and
                  Chunyuan Li and
                  Guoyin Wang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Weakly supervised cross-domain alignment with optimal transport},
  journal      = {CoRR},
  volume       = {abs/2008.06597},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.06597},
  eprinttype    = {arXiv},
  eprint       = {2008.06597},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-06597.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01202,
  author       = {John B. Sigman and
                  Gregory P. Spell and
                  Kevin J. Liang and
                  Lawrence Carin},
  title        = {Background Adaptive Faster {R-CNN} for Semi-Supervised Convolutional
                  Object Detection of Threats in X-Ray Images},
  journal      = {CoRR},
  volume       = {abs/2010.01202},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.01202},
  eprinttype    = {arXiv},
  eprint       = {2010.01202},
  timestamp    = {Mon, 12 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-01202.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05994,
  author       = {Guoyin Wang and
                  Chunyuan Li and
                  Jianqiao Li and
                  Hao Fu and
                  Yuh{-}Chen Lin and
                  Liqun Chen and
                  Yizhe Zhang and
                  Chenyang Tao and
                  Ruiyi Zhang and
                  Wenlin Wang and
                  Dinghan Shen and
                  Qian Yang and
                  Lawrence Carin},
  title        = {Improving Text Generation with Student-Forcing Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/2010.05994},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.05994},
  eprinttype    = {arXiv},
  eprint       = {2010.05994},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-05994.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07488,
  author       = {Shounak Datta and
                  Eduardo B. Mariottoni and
                  David Dov and
                  Alessandro A. Jammal and
                  Lawrence Carin and
                  Felipe A. Medeiros},
  title        = {RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise
                  24-2 Visual Field Data based on Retinal Structure},
  journal      = {CoRR},
  volume       = {abs/2010.07488},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.07488},
  eprinttype    = {arXiv},
  eprint       = {2010.07488},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-07488.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07866,
  author       = {Shuxi Zeng and
                  Serge Assaad and
                  Chenyang Tao and
                  Shounak Datta and
                  Lawrence Carin and
                  Fan Li},
  title        = {Double Robust Representation Learning for Counterfactual Prediction},
  journal      = {CoRR},
  volume       = {abs/2010.07866},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.07866},
  eprinttype    = {arXiv},
  eprint       = {2010.07866},
  timestamp    = {Wed, 21 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-07866.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12618,
  author       = {Serge Assaad and
                  Shuxi Zeng and
                  Chenyang Tao and
                  Shounak Datta and
                  Nikhil Mehta and
                  Ricardo Henao and
                  Fan Li and
                  Lawrence Carin},
  title        = {Counterfactual Representation Learning with Balancing Weights},
  journal      = {CoRR},
  volume       = {abs/2010.12618},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.12618},
  eprinttype    = {arXiv},
  eprint       = {2010.12618},
  timestamp    = {Tue, 03 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-12618.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00593,
  author       = {Kevin J. Liang and
                  Weituo Hao and
                  Dinghan Shen and
                  Yufan Zhou and
                  Weizhu Chen and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {MixKD: Towards Efficient Distillation of Large-scale Language Models},
  journal      = {CoRR},
  volume       = {abs/2011.00593},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.00593},
  eprinttype    = {arXiv},
  eprint       = {2011.00593},
  timestamp    = {Fri, 06 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-00593.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04794,
  author       = {Pengyu Cheng and
                  Weituo Hao and
                  Lawrence Carin},
  title        = {Estimating Total Correlation with Mutual Information Bounds},
  journal      = {CoRR},
  volume       = {abs/2011.04794},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.04794},
  eprinttype    = {arXiv},
  eprint       = {2011.04794},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-04794.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08891,
  author       = {Rachel Lea Draelos and
                  Lawrence Carin},
  title        = {HiResCAM: Explainable Multi-Organ Multi-Abnormality Prediction in
                  3D Medical Images},
  journal      = {CoRR},
  volume       = {abs/2011.08891},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.08891},
  eprinttype    = {arXiv},
  eprint       = {2011.08891},
  timestamp    = {Thu, 26 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-08891.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12454,
  author       = {Junya Chen and
                  Zidi Xiu and
                  Benjamin Alan Goldstein and
                  Ricardo Henao and
                  Lawrence Carin and
                  Chenyang Tao},
  title        = {Supercharging Imbalanced Data Learning With Causal Representation
                  Transfer},
  journal      = {CoRR},
  volume       = {abs/2011.12454},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.12454},
  eprinttype    = {arXiv},
  eprint       = {2011.12454},
  timestamp    = {Mon, 21 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-12454.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03369,
  author       = {Dong Wang and
                  Yuewei Yang and
                  Chenyang Tao and
                  Fanjie Kong and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Proactive Pseudo-Intervention: Causally Informed Contrastive Learning
                  For Interpretable Vision Models},
  journal      = {CoRR},
  volume       = {abs/2012.03369},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.03369},
  eprinttype    = {arXiv},
  eprint       = {2012.03369},
  timestamp    = {Thu, 18 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-03369.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05644,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin and
                  Hongyuan Zha},
  title        = {Learning Graphons via Structured Gromov-Wasserstein Barycenters},
  journal      = {CoRR},
  volume       = {abs/2012.05644},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.05644},
  eprinttype    = {arXiv},
  eprint       = {2012.05644},
  timestamp    = {Sat, 02 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-05644.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08674,
  author       = {Liqun Chen and
                  Zhe Gan and
                  Dong Wang and
                  Jingjing Liu and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Wasserstein Contrastive Representation Distillation},
  journal      = {CoRR},
  volume       = {abs/2012.08674},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.08674},
  eprinttype    = {arXiv},
  eprint       = {2012.08674},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-08674.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/ChenWZSC19,
  author       = {Changyou Chen and
                  Wenlin Wang and
                  Yizhe Zhang and
                  Qinliang Su and
                  Lawrence Carin},
  title        = {A convergence analysis for a class of practical variance-reduction
                  stochastic gradient {MCMC}},
  journal      = {Sci. China Inf. Sci.},
  volume       = {62},
  number       = {1},
  pages        = {12101:1--12101:13},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11432-018-9656-y},
  doi          = {10.1007/S11432-018-9656-Y},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/chinaf/ChenWZSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiCPHC19,
  author       = {Chunyuan Li and
                  Changyou Chen and
                  Yunchen Pu and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Communication-Efficient Stochastic Gradient {MCMC} for Neural Networks},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {4173--4180},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33014173},
  doi          = {10.1609/AAAI.V33I01.33014173},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiCPHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShenCSZYTCC19,
  author       = {Dinghan Shen and
                  Pengyu Cheng and
                  Dhanasekar Sundararaman and
                  Xinyuan Zhang and
                  Qian Yang and
                  Meng Tang and
                  Asli Celikyilmaz and
                  Lawrence Carin},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Learning Compressed Sentence Representations for On-Device Text Processing},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {107--116},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1011},
  doi          = {10.18653/V1/P19-1011},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ShenCSZYTCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangYYSC19,
  author       = {Xinyuan Zhang and
                  Yi Yang and
                  Siyang Yuan and
                  Dinghan Shen and
                  Lawrence Carin},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Syntax-Infused Variational Autoencoder for Text Generation},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {2069--2078},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1199},
  doi          = {10.18653/V1/P19-1199},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ZhangYYSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShenCZCWGC19,
  author       = {Dinghan Shen and
                  Asli Celikyilmaz and
                  Yizhe Zhang and
                  Liqun Chen and
                  Xin Wang and
                  Jianfeng Gao and
                  Lawrence Carin},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Towards Generating Long and Coherent Text with Multi-Level Latent
                  Variable Models},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {2079--2089},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1200},
  doi          = {10.18653/V1/P19-1200},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ShenCZCWGC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenWTSCZWZC19,
  author       = {Liqun Chen and
                  Guoyin Wang and
                  Chenyang Tao and
                  Dinghan Shen and
                  Pengyu Cheng and
                  Xinyuan Zhang and
                  Wenlin Wang and
                  Yizhe Zhang and
                  Lawrence Carin},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {Improving Textual Network Embedding with Global Attention via Optimal
                  Transport},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {5193--5202},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1512},
  doi          = {10.18653/V1/P19-1512},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/ChenWTSCZWZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangWCFYC19,
  author       = {Ruiyi Zhang and
                  Zheng Wen and
                  Changyou Chen and
                  Chen Fang and
                  Tong Yu and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Scalable Thompson Sampling via Optimal Transport},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {87--96},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/zhang19a.html},
  timestamp    = {Sun, 24 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ZhangWCFYC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiC0C19,
  author       = {Bai Li and
                  Changyou Chen and
                  Hao Liu and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {On Connecting Stochastic Gradient {MCMC} and Differential Privacy},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {557--566},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/li19a.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LiC0C19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiBLWCC19,
  author       = {Chunyuan Li and
                  Ke Bai and
                  Jianqiao Li and
                  Guoyin Wang and
                  Changyou Chen and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Adversarial Learning of a Sampler Based on an Unnormalized Distribution},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {3302--3311},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/li19h.html},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LiBLWCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiGSLCWCCG19,
  author       = {Yitong Li and
                  Zhe Gan and
                  Yelong Shen and
                  Jingjing Liu and
                  Yu Cheng and
                  Yuexin Wu and
                  Lawrence Carin and
                  David E. Carlson and
                  Jianfeng Gao},
  title        = {StoryGAN: {A} Sequential Conditional {GAN} for Story Visualization},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {6329--6338},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Li\_StoryGAN\_A\_Sequential\_Conditional\_GAN\_for\_Story\_Visualization\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00649},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiGSLCWCCG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangHSCWWC19,
  author       = {Qian Yang and
                  Zhouyuan Huo and
                  Dinghan Shen and
                  Yong Cheng and
                  Wenlin Wang and
                  Guoyin Wang and
                  Lawrence Carin},
  editor       = {Kentaro Inui and
                  Jing Jiang and
                  Vincent Ng and
                  Xiaojun Wan},
  title        = {An End-to-End Generative Architecture for Paraphrase Generation},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019},
  pages        = {3130--3140},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/D19-1309},
  doi          = {10.18653/V1/D19-1309},
  timestamp    = {Thu, 07 Apr 2022 09:14:07 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YangHSCWWC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenZZTGZLSCC19,
  author       = {Liqun Chen and
                  Yizhe Zhang and
                  Ruiyi Zhang and
                  Chenyang Tao and
                  Zhe Gan and
                  Haichao Zhang and
                  Bai Li and
                  Dinghan Shen and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Improving Sequence-to-Sequence Learning via Optimal Transport},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=S1xtAjR5tX},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iclr/ChenZZTGZLSCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CongZBC19,
  author       = {Yulai Cong and
                  Miaoyun Zhao and
                  Ke Bai and
                  Lawrence Carin},
  title        = {{GO} Gradient for Expectation-Based Objectives},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=ryf6Fs09YX},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/CongZBC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MehtaCR19,
  author       = {Nikhil Mehta and
                  Lawrence Carin and
                  Piyush Rai},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Stochastic Blockmodels meet Graph Neural Networks},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {4466--4474},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/mehta19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MehtaCR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongPC19,
  author       = {Zhao Song and
                  Ronald Parr and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Revisiting the Softmax Bellman Operator: New Benefits and New Perspective},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {5916--5925},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/song19c.html},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SongPC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaoDCBCLZBC19,
  author       = {Chenyang Tao and
                  Shuyang Dai and
                  Liqun Chen and
                  Ke Bai and
                  Junya Chen and
                  Chang Liu and
                  Ruiyi Zhang and
                  Georgiy V. Bobashev and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Variational Annealing of GANs: {A} Langevin Perspective},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {6176--6185},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/tao19a.html},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/TaoDCBCLZBC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLZC19,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Gromov-Wasserstein Learning for Graph Matching and Node Embedding},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {6932--6941},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/xu19b.html},
  timestamp    = {Tue, 11 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuLZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/DovKCRHC19,
  author       = {David Dov and
                  Shahar Z. Kovalsky and
                  Jonathan Cohen and
                  Danielle Elliott Range and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  Ken Jung and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology
                  Images},
  booktitle    = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
                  2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {106},
  pages        = {553--570},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v106/dov19a.html},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlhc/DovKCRHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangGXZWSCC19,
  author       = {Wenlin Wang and
                  Zhe Gan and
                  Hongteng Xu and
                  Ruiyi Zhang and
                  Guoyin Wang and
                  Dinghan Shen and
                  Changyou Chen and
                  Lawrence Carin},
  editor       = {Jill Burstein and
                  Christy Doran and
                  Thamar Solorio},
  title        = {Topic-Guided Variational Auto-Encoder for Text Generation},
  booktitle    = {Proceedings of the 2019 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
                  and Short Papers)},
  pages        = {166--177},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/n19-1015},
  doi          = {10.18653/V1/N19-1015},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/WangGXZWSCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/FuLLGCC19,
  author       = {Hao Fu and
                  Chunyuan Li and
                  Xiaodong Liu and
                  Jianfeng Gao and
                  Asli Celikyilmaz and
                  Lawrence Carin},
  editor       = {Jill Burstein and
                  Christy Doran and
                  Thamar Solorio},
  title        = {Cyclical Annealing Schedule: {A} Simple Approach to Mitigating {KL}
                  Vanishing},
  booktitle    = {Proceedings of the 2019 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
                  and Short Papers)},
  pages        = {240--250},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/n19-1021},
  doi          = {10.18653/V1/N19-1021},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/FuLLGCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangTGWCZZYHC19,
  author       = {Wenlin Wang and
                  Chenyang Tao and
                  Zhe Gan and
                  Guoyin Wang and
                  Liqun Chen and
                  Xinyuan Zhang and
                  Ruiyi Zhang and
                  Qian Yang and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Improving Textual Network Learning with Variational Homophilic Embeddings},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {2074--2085},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/3a029f04d76d32e79367c4b3255dda4d-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangTGWCZZYHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuLC19,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {3046--3056},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/6e62a992c676f611616097dbea8ea030-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/XuLC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangWLHC19,
  author       = {Kevin J. Liang and
                  Guoyin Wang and
                  Yitong Li and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Kernel-Based Approaches for Sequence Modeling: Connections to Neural
                  Methods},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {3387--3398},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/7e9e346dc5fd268b49bf418523af8679-Abstract.html},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiangWLHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangHWC19,
  author       = {Qian Yang and
                  Zhouyuan Huo and
                  Wenlin Wang and
                  Heng Huang and
                  Lawrence Carin},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Ouroboros: On Accelerating Training of Transformer-Based Language
                  Models},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {5520--5530},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/1b79b52d1bf6f71b2b1eb7ca08ed0776-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangHWC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiCWC19,
  author       = {Bai Li and
                  Changyou Chen and
                  Wenlin Wang and
                  Lawrence Carin},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Certified Adversarial Robustness with Additive Noise},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {9459--9469},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/335cd1b90bfa4ee70b39d08a4ae0cf2d-Abstract.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiCWC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaoCDCBWFLBC19,
  author       = {Chenyang Tao and
                  Liqun Chen and
                  Shuyang Dai and
                  Junya Chen and
                  Ke Bai and
                  Dong Wang and
                  Jianfeng Feng and
                  Wenlian Lu and
                  Georgiy V. Bobashev and
                  Lawrence Carin},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {On Fenchel Mini-Max Learning},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {10427--10439},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/3cc697419ea18cc98d525999665cb94a-Abstract.html},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/TaoCDCBWFLBC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00612,
  author       = {Chunyuan Li and
                  Ke Bai and
                  Jianqiao Li and
                  Guoyin Wang and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Adversarial Learning of a Sampler Based on an Unnormalized Distribution},
  journal      = {CoRR},
  volume       = {abs/1901.00612},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.00612},
  eprinttype    = {arXiv},
  eprint       = {1901.00612},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-00612.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06003,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha and
                  Lawrence Carin},
  title        = {Gromov-Wasserstein Learning for Graph Matching and Node Embedding},
  journal      = {CoRR},
  volume       = {abs/1901.06003},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.06003},
  eprinttype    = {arXiv},
  eprint       = {1901.06003},
  timestamp    = {Fri, 01 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-06003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06020,
  author       = {Yulai Cong and
                  Miaoyun Zhao and
                  Ke Bai and
                  Lawrence Carin},
  title        = {{GO} Gradient for Expectation-Based Objectives},
  journal      = {CoRR},
  volume       = {abs/1901.06020},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.06020},
  eprinttype    = {arXiv},
  eprint       = {1901.06020},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-06020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06283,
  author       = {Liqun Chen and
                  Yizhe Zhang and
                  Ruiyi Zhang and
                  Chenyang Tao and
                  Zhe Gan and
                  Haichao Zhang and
                  Bai Li and
                  Dinghan Shen and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Improving Sequence-to-Sequence Learning via Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/1901.06283},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.06283},
  eprinttype    = {arXiv},
  eprint       = {1901.06283},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-06283.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00154,
  author       = {Dinghan Shen and
                  Asli Celikyilmaz and
                  Yizhe Zhang and
                  Liqun Chen and
                  Xin Wang and
                  Jianfeng Gao and
                  Lawrence Carin},
  title        = {Towards Generating Long and Coherent Text with Multi-Level Latent
                  Variable Models},
  journal      = {CoRR},
  volume       = {abs/1902.00154},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.00154},
  eprinttype    = {arXiv},
  eprint       = {1902.00154},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-00154.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07239,
  author       = {Ruiyi Zhang and
                  Zheng Wen and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Scalable Thompson Sampling via Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/1902.07239},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.07239},
  eprinttype    = {arXiv},
  eprint       = {1902.07239},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-07239.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07137,
  author       = {Wenlin Wang and
                  Zhe Gan and
                  Hongteng Xu and
                  Ruiyi Zhang and
                  Guoyin Wang and
                  Dinghan Shen and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Topic-Guided Variational Autoencoders for Text Generation},
  journal      = {CoRR},
  volume       = {abs/1903.07137},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.07137},
  eprinttype    = {arXiv},
  eprint       = {1903.07137},
  timestamp    = {Mon, 16 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-07137.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10145,
  author       = {Hao Fu and
                  Chunyuan Li and
                  Xiaodong Liu and
                  Jianfeng Gao and
                  Asli Celikyilmaz and
                  Lawrence Carin},
  title        = {Cyclical Annealing Schedule: {A} Simple Approach to Mitigating {KL}
                  Vanishing},
  journal      = {CoRR},
  volume       = {abs/1903.10145},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.10145},
  eprinttype    = {arXiv},
  eprint       = {1903.10145},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-10145.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00839,
  author       = {David Dov and
                  Shahar Ziv Kovalsky and
                  Jonathan Cohen and
                  Danielle Range and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology
                  Images},
  journal      = {CoRR},
  volume       = {abs/1904.00839},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.00839},
  eprinttype    = {arXiv},
  eprint       = {1904.00839},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-00839.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12739,
  author       = {David Dov and
                  Shahar Ziv Kovalsky and
                  Jonathan Cohen and
                  Danielle Elliott Range and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole
                  Slide Cytopathology Images},
  journal      = {CoRR},
  volume       = {abs/1904.12739},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.12739},
  eprinttype    = {arXiv},
  eprint       = {1904.12739},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-12739.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05738,
  author       = {Nikhil Mehta and
                  Lawrence Carin and
                  Piyush Rai},
  title        = {Stochastic Blockmodels meet Graph Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1905.05738},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.05738},
  eprinttype    = {arXiv},
  eprint       = {1905.05738},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-05738.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06455,
  author       = {Bai Li and
                  Changyou Chen and
                  Wenlin Wang and
                  Lawrence Carin},
  title        = {On Norm-Agnostic Robustness of Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/1905.06455},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.06455},
  eprinttype    = {arXiv},
  eprint       = {1905.06455},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-06455.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07645,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin},
  title        = {Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching},
  journal      = {CoRR},
  volume       = {abs/1905.07645},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.07645},
  eprinttype    = {arXiv},
  eprint       = {1905.07645},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-07645.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08838,
  author       = {Paidamoyo Chapfuwa and
                  Chenyang Tao and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {Survival Function Matching for Calibrated Time-to-Event Predictions},
  journal      = {CoRR},
  volume       = {abs/1905.08838},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.08838},
  eprinttype    = {arXiv},
  eprint       = {1905.08838},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-08838.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01840,
  author       = {Liqun Chen and
                  Guoyin Wang and
                  Chenyang Tao and
                  Dinghan Shen and
                  Pengyu Cheng and
                  Xinyuan Zhang and
                  Wenlin Wang and
                  Yizhe Zhang and
                  Lawrence Carin},
  title        = {Improving Textual Network Embedding with Global Attention via Optimal
                  Transport},
  journal      = {CoRR},
  volume       = {abs/1906.01840},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01840},
  eprinttype    = {arXiv},
  eprint       = {1906.01840},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02181,
  author       = {Xinyuan Zhang and
                  Yi Yang and
                  Siyang Yuan and
                  Dinghan Shen and
                  Lawrence Carin},
  title        = {Syntax-Infused Variational Autoencoder for Text Generation},
  journal      = {CoRR},
  volume       = {abs/1906.02181},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.02181},
  eprinttype    = {arXiv},
  eprint       = {1906.02181},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-02181.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02238,
  author       = {Shuyang Dai and
                  Kihyuk Sohn and
                  Yi{-}Hsuan Tsai and
                  Lawrence Carin and
                  Manmohan Chandraker},
  title        = {Adaptation Across Extreme Variations using Unlabeled Domain Bridges},
  journal      = {CoRR},
  volume       = {abs/1906.02238},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.02238},
  eprinttype    = {arXiv},
  eprint       = {1906.02238},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-02238.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04281,
  author       = {Sam Lobel and
                  Chunyuan Li and
                  Jianfeng Gao and
                  Lawrence Carin},
  title        = {Towards Amortized Ranking-Critical Training for Collaborative Filtering},
  journal      = {CoRR},
  volume       = {abs/1906.04281},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.04281},
  eprinttype    = {arXiv},
  eprint       = {1906.04281},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-04281.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05492,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Lawrence Carin},
  title        = {Interpretable {ICD} Code Embeddings with Self- and Mutual-Attention
                  Mechanisms},
  journal      = {CoRR},
  volume       = {abs/1906.05492},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.05492},
  eprinttype    = {arXiv},
  eprint       = {1906.05492},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-05492.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08340,
  author       = {Dinghan Shen and
                  Pengyu Cheng and
                  Dhanasekar Sundararaman and
                  Xinyuan Zhang and
                  Qian Yang and
                  Meng Tang and
                  Asli Celikyilmaz and
                  Lawrence Carin},
  title        = {Learning Compressed Sentence Representations for On-Device Text Processing},
  journal      = {CoRR},
  volume       = {abs/1906.08340},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.08340},
  eprinttype    = {arXiv},
  eprint       = {1906.08340},
  timestamp    = {Wed, 03 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-08340.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08397,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Lawrence Carin},
  title        = {Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes},
  journal      = {CoRR},
  volume       = {abs/1906.08397},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.08397},
  eprinttype    = {arXiv},
  eprint       = {1906.08397},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-08397.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10101,
  author       = {Dong Wang and
                  Yitong Li and
                  Wei Cao and
                  Liqun Chen and
                  Qi Wei and
                  Lawrence Carin},
  title        = {{LMVP:} Video Predictor with Leaked Motion Information},
  journal      = {CoRR},
  volume       = {abs/1906.10101},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.10101},
  eprinttype    = {arXiv},
  eprint       = {1906.10101},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-10101.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05288,
  author       = {Shuyang Dai and
                  Yu Cheng and
                  Yizhe Zhang and
                  Zhe Gan and
                  Jingjing Liu and
                  Lawrence Carin},
  title        = {Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/1909.05288},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.05288},
  eprinttype    = {arXiv},
  eprint       = {1909.05288},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-05288.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06695,
  author       = {Qian Yang and
                  Zhouyuan Huo and
                  Wenlin Wang and
                  Heng Huang and
                  Lawrence Carin},
  title        = {Ouroboros: On Accelerating Training of Transformer-Based Language
                  Models},
  journal      = {CoRR},
  volume       = {abs/1909.06695},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.06695},
  eprinttype    = {arXiv},
  eprint       = {1909.06695},
  timestamp    = {Mon, 23 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-06695.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13456,
  author       = {Wenlin Wang and
                  Chenyang Tao and
                  Zhe Gan and
                  Guoyin Wang and
                  Liqun Chen and
                  Xinyuan Zhang and
                  Ruiyi Zhang and
                  Qian Yang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Improving Textual Network Learning with Variational Homophilic Embeddings},
  journal      = {CoRR},
  volume       = {abs/1909.13456},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.13456},
  eprinttype    = {arXiv},
  eprint       = {1909.13456},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-13456.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02096,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Lawrence Carin},
  title        = {Fused Gromov-Wasserstein Alignment for Hawkes Processes},
  journal      = {CoRR},
  volume       = {abs/1910.02096},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.02096},
  eprinttype    = {arXiv},
  eprint       = {1910.02096},
  timestamp    = {Wed, 09 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-02096.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02176,
  author       = {Pengyu Cheng and
                  Chang Liu and
                  Chunyuan Li and
                  Dinghan Shen and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Straight-Through Estimator as Projected Wasserstein Gradient Flow},
  journal      = {CoRR},
  volume       = {abs/1910.02176},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.02176},
  eprinttype    = {arXiv},
  eprint       = {1910.02176},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-02176.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02187,
  author       = {Pengyu Cheng and
                  Yitong Li and
                  Xinyuan Zhang and
                  Liqun Cheng and
                  David E. Carlson and
                  Lawrence Carin},
  title        = {Gaussian-Process-Based Dynamic Embedding for Textual Networks},
  journal      = {CoRR},
  volume       = {abs/1910.02187},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.02187},
  eprinttype    = {arXiv},
  eprint       = {1910.02187},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-02187.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04233,
  author       = {Kevin J. Liang and
                  Guoyin Wang and
                  Yitong Li and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Kernel-Based Approaches for Sequence Modeling: Connections to Neural
                  Methods},
  journal      = {CoRR},
  volume       = {abs/1910.04233},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.04233},
  eprinttype    = {arXiv},
  eprint       = {1910.04233},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-04233.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09057,
  author       = {Wenlin Wang and
                  Hongteng Xu and
                  Guoyin Wang and
                  Wenqi Wang and
                  Lawrence Carin},
  title        = {An Optimal Transport Framework for Zero-Shot Learning},
  journal      = {CoRR},
  volume       = {abs/1910.09057},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09057},
  eprinttype    = {arXiv},
  eprint       = {1910.09057},
  timestamp    = {Mon, 16 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09057.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12735,
  author       = {Wenlin Wang and
                  Hongteng Xu and
                  Ruiyi Zhang and
                  Wenqi Wang and
                  Lawrence Carin},
  title        = {Collaborative Filtering with {A} Synthetic Feedback Loop},
  journal      = {CoRR},
  volume       = {abs/1910.12735},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.12735},
  eprinttype    = {arXiv},
  eprint       = {1910.12735},
  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-12735.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06156,
  author       = {Dhanasekar Sundararaman and
                  Vivek Subramanian and
                  Guoyin Wang and
                  Shijing Si and
                  Dinghan Shen and
                  Dong Wang and
                  Lawrence Carin},
  title        = {Syntax-Infused Transformer and {BERT} models for Machine Translation
                  and Natural Language Understanding},
  journal      = {CoRR},
  volume       = {abs/1911.06156},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.06156},
  eprinttype    = {arXiv},
  eprint       = {1911.06156},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-06156.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08709,
  author       = {Wenlin Wang and
                  Hongteng Xu and
                  Zhe Gan and
                  Bai Li and
                  Guoyin Wang and
                  Liqun Chen and
                  Qian Yang and
                  Wenqi Wang and
                  Lawrence Carin},
  title        = {Graph-Driven Generative Models for Heterogeneous Multi-Task Learning},
  journal      = {CoRR},
  volume       = {abs/1911.08709},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.08709},
  eprinttype    = {arXiv},
  eprint       = {1911.08709},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-08709.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11616,
  author       = {Yantao Lu and
                  Yunhan Jia and
                  Jianyu Wang and
                  Bai Li and
                  Weiheng Chai and
                  Lawrence Carin and
                  Senem Velipasalar},
  title        = {Enhancing Cross-task Black-Box Transferability of Adversarial Examples
                  with Dispersion Reduction},
  journal      = {CoRR},
  volume       = {abs/1911.11616},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.11616},
  eprinttype    = {arXiv},
  eprint       = {1911.11616},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-11616.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06329,
  author       = {Kevin J. Liang and
                  John B. Sigman and
                  Gregory P. Spell and
                  Dan Strellis and
                  William Chang and
                  Felix Liu and
                  Tejas Mehta and
                  Lawrence Carin},
  title        = {Toward Automatic Threat Recognition for Airport X-ray Baggage Screening
                  with Deep Convolutional Object Detection},
  journal      = {CoRR},
  volume       = {abs/1912.06329},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.06329},
  eprinttype    = {arXiv},
  eprint       = {1912.06329},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-06329.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangPVFZCRC18,
  author       = {Wenlin Wang and
                  Yunchen Pu and
                  Vinay Kumar Verma and
                  Kai Fan and
                  Yizhe Zhang and
                  Changyou Chen and
                  Piyush Rai and
                  Lawrence Carin},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Zero-Shot Learning via Class-Conditioned Deep Generative Models},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {4211--4218},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11600},
  doi          = {10.1609/AAAI.V32I1.11600},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/WangPVFZCRC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShenZHSC18,
  author       = {Dinghan Shen and
                  Yizhe Zhang and
                  Ricardo Henao and
                  Qinliang Su and
                  Lawrence Carin},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Deconvolutional Latent-Variable Model for Text Sequence Matching},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {5438--5445},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11991},
  doi          = {10.1609/AAAI.V32I1.11991},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ShenZHSC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiMSCC18,
  author       = {Yitong Li and
                  Martin Renqiang Min and
                  Dinghan Shen and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Video Generation From Text},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {7065--7072},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12233},
  doi          = {10.1609/AAAI.V32I1.12233},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiMSCC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PuMGC18,
  author       = {Yunchen Pu and
                  Martin Renqiang Min and
                  Zhe Gan and
                  Lawrence Carin},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Adaptive Feature Abstraction for Translating Video to Text},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {7284--7291},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12245},
  doi          = {10.1609/AAAI.V32I1.12245},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/PuMGC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HenaoLCSSWWMZ18,
  author       = {Dinghan Shen and
                  Guoyin Wang and
                  Wenlin Wang and
                  Martin Renqiang Min and
                  Qinliang Su and
                  Yizhe Zhang and
                  Chunyuan Li and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {Baseline Needs More Love: On Simple Word-Embedding-Based Models and
                  Associated Pooling Mechanisms},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {440--450},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1041/},
  doi          = {10.18653/V1/P18-1041},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/HenaoLCSSWWMZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HenaoCSSWWC18,
  author       = {Dinghan Shen and
                  Qinliang Su and
                  Paidamoyo Chapfuwa and
                  Wenlin Wang and
                  Guoyin Wang and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {{NASH:} Toward End-to-End Neural Architecture for Generative Semantic
                  Hashing},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {2041--2050},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1190/},
  doi          = {10.18653/V1/P18-1190},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HenaoCSSWWC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HenaoLCSWWZZ18,
  author       = {Guoyin Wang and
                  Chunyuan Li and
                  Wenlin Wang and
                  Yizhe Zhang and
                  Dinghan Shen and
                  Xinyuan Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {Joint Embedding of Words and Labels for Text Classification},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {2321--2331},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1216/},
  doi          = {10.18653/V1/P18-1216},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/HenaoLCSWWZZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangGWSHPSC18,
  author       = {Wenlin Wang and
                  Zhe Gan and
                  Wenqi Wang and
                  Dinghan Shen and
                  Jiaji Huang and
                  Wei Ping and
                  Sanjeev Satheesh and
                  Lawrence Carin},
  editor       = {Amos J. Storkey and
                  Fernando P{\'{e}}rez{-}Cruz},
  title        = {Topic Compositional Neural Language Model},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
                  Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {84},
  pages        = {356--365},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v84/wang18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:22 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/WangGWSHPSC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuLCC18,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Xu Chen and
                  Lawrence Carin},
  editor       = {Amos J. Storkey and
                  Fernando P{\'{e}}rez{-}Cruz},
  title        = {Benefits from Superposed Hawkes Processes},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
                  Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {84},
  pages        = {623--631},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v84/xu18c.html},
  timestamp    = {Wed, 09 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/XuLCC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenDPZLSCC18,
  author       = {Liqun Chen and
                  Shuyang Dai and
                  Yunchen Pu and
                  Erjin Zhou and
                  Chunyuan Li and
                  Qinliang Su and
                  Changyou Chen and
                  Lawrence Carin},
  editor       = {Amos J. Storkey and
                  Fernando P{\'{e}}rez{-}Cruz},
  title        = {Symmetric Variational Autoencoder and Connections to Adversarial Learning},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
                  Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {84},
  pages        = {661--669},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v84/chen18b.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ChenDPZLSCC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangLCC18,
  author       = {Ruiyi Zhang and
                  Chunyuan Li and
                  Changyou Chen and
                  Lawrence Carin},
  editor       = {Amos J. Storkey and
                  Fernando P{\'{e}}rez{-}Cruz},
  title        = {Learning Structural Weight Uncertainty for Sequential Decision-Making},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
                  Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {84},
  pages        = {1137--1146},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v84/zhang18d.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ZhangLCC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RusincovitchWHR18,
  author       = {Shelley A. Rusincovitch and
                  Lisa Wruck and
                  Ricardo Henao and
                  Larisa Rodgers and
                  Allison Dunning and
                  Peter Merrill and
                  Hillary Mulder and
                  Robert Overton and
                  Matthew Phelan and
                  Erich Huang and
                  Lawrence Carin and
                  Michael J. Pencina},
  title        = {The Duke Health Data Science Internship Program: Integrating the Educational
                  Mission into Real-World Research},
  booktitle    = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
                  San Francisco, CA, November 3-7, 2018},
  publisher    = {{AMIA}},
  year         = {2018},
  url          = {https://knowledge.amia.org/67852-amia-1.4259402/t007-1.4262189/t007-1.4262190/2975003-1.4262464/2977022-1.4262461},
  timestamp    = {Wed, 04 Aug 2021 11:13:05 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/RusincovitchWHR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Zhang0C18,
  author       = {Xinyuan Zhang and
                  Xin Yuan and
                  Lawrence Carin},
  title        = {Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {8232--8241},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Zhang\_Nonlocal\_Low-Rank\_Tensor\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00859},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/Zhang0C18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShenZHC18,
  author       = {Dinghan Shen and
                  Xinyuan Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {1829--1838},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1209},
  doi          = {10.18653/V1/D18-1209},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ShenZHC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShenMLC18,
  author       = {Dinghan Shen and
                  Martin Renqiang Min and
                  Yitong Li and
                  Lawrence Carin},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Learning Context-Aware Convolutional Filters for Text Processing},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {1839--1848},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1210},
  doi          = {10.18653/V1/D18-1210},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ShenMLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChapfuwaTLPGCH18,
  author       = {Paidamoyo Chapfuwa and
                  Chenyang Tao and
                  Chunyuan Li and
                  Courtney Page and
                  Benjamin Alan Goldstein and
                  Lawrence Carin and
                  Ricardo Henao},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Adversarial Time-to-Event Modeling},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {734--743},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/chapfuwa18a.html},
  timestamp    = {Mon, 21 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ChapfuwaTLPGCH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLCWPC18,
  author       = {Changyou Chen and
                  Chunyuan Li and
                  Liquan Chen and
                  Wenlin Wang and
                  Yunchen Pu and
                  Lawrence Carin},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Continuous-Time Flows for Efficient Inference and Density Estimation},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {823--832},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/chen18d.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenLCWPC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTZHC18,
  author       = {Liqun Chen and
                  Chenyang Tao and
                  Ruiyi Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Variational Inference and Model Selection with Generalized Evidence
                  Bounds},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {892--901},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/chen18k.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenTZHC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PuDGWWZHC18,
  author       = {Yunchen Pu and
                  Shuyang Dai and
                  Zhe Gan and
                  Weiyao Wang and
                  Guoyin Wang and
                  Yizhe Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {JointGAN: Multi-Domain Joint Distribution Learning with Generative
                  Adversarial Nets},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {4148--4157},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/pu18a.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/PuDGWWZHC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaoCHFC18,
  author       = {Chenyang Tao and
                  Liqun Chen and
                  Ricardo Henao and
                  Jianfeng Feng and
                  Lawrence Carin},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Chi-square Generative Adversarial Network},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {4894--4903},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/tao18b.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/TaoCHFC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuCZ18,
  author       = {Hongteng Xu and
                  Lawrence Carin and
                  Hongyuan Zha},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Learning Registered Point Processes from Idiosyncratic Observations},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {5439--5448},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/xu18b.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuCZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangCLC18,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Chunyuan Li and
                  Lawrence Carin},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Policy Optimization as Wasserstein Gradient Flows},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {5741--5750},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/zhang18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangCLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuLC18,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Online Continuous-Time Tensor Factorization Based on Pairwise Interactive
                  Point Processes},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {2905--2911},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/403},
  doi          = {10.24963/IJCAI.2018/403},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XuLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WeiRHSLC18,
  author       = {Qi Wei and
                  Yinhao Ren and
                  Rui Hou and
                  Bibo Shi and
                  Joseph Y. Lo and
                  Lawrence Carin},
  editor       = {Nicholas A. Petrick and
                  Kensaku Mori},
  title        = {Anomaly detection for medical images based on a one-class classification},
  booktitle    = {Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA,
                  10-15 February 2018},
  series       = {{SPIE} Proceedings},
  volume       = {10575},
  pages        = {105751M},
  publisher    = {{SPIE}},
  year         = {2018},
  url          = {https://doi.org/10.1117/12.2293408},
  doi          = {10.1117/12.2293408},
  timestamp    = {Fri, 12 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/micad/WeiRHSLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ZhangHGLC18,
  author       = {Xinyuan Zhang and
                  Ricardo Henao and
                  Zhe Gan and
                  Yitong Li and
                  Lawrence Carin},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  Ken Jung and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Multi-Label Learning from Medical Plain Text with Convolutional Residual
                  Models},
  booktitle    = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
                  2018, 17-18 August 2018, Palo Alto, California},
  series       = {Proceedings of Machine Learning Research},
  volume       = {85},
  pages        = {280--294},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v85/zhang18a.html},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlhc/ZhangHGLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/EngelhardXCOHM18,
  author       = {Matthew Engelhard and
                  Hongteng Xu and
                  Lawrence Carin and
                  Jason A. Oliver and
                  Matthew Hallyburton and
                  F. Joseph McClernon},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  Ken Jung and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes
                  Process Model},
  booktitle    = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
                  2018, 17-18 August 2018, Palo Alto, California},
  series       = {Proceedings of Machine Learning Research},
  volume       = {85},
  pages        = {312--331},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v85/engelhard18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlhc/EngelhardXCOHM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuWLC18,
  author       = {Hongteng Xu and
                  Wenlin Wang and
                  Wei Liu and
                  Lawrence Carin},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Distilled Wasserstein Learning for Word Embedding and Topic Modeling},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {1723--1732},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/22fb0cee7e1f3bde58293de743871417-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/XuWLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenDTZGSZWZC18,
  author       = {Liqun Chen and
                  Shuyang Dai and
                  Chenyang Tao and
                  Haichao Zhang and
                  Zhe Gan and
                  Dinghan Shen and
                  Yizhe Zhang and
                  Guoyin Wang and
                  Ruiyi Zhang and
                  Lawrence Carin},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Adversarial Text Generation via Feature-Mover's Distance},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {4671--4682},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/074177d3eb6371e32c16c55a3b8f706b-Abstract.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenDTZGSZWZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangLSC18,
  author       = {Xinyuan Zhang and
                  Yitong Li and
                  Dinghan Shen and
                  Lawrence Carin},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Diffusion Maps for Textual Network Embedding},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {7598--7608},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/211a7a84d3d5ce4d80347da11e0c85ed-Abstract.html},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangLSC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00085,
  author       = {Ruiyi Zhang and
                  Chunyuan Li and
                  Changyou Chen and
                  Lawrence Carin},
  title        = {Learning Structural Weight Uncertainty for Sequential Decision-Making},
  journal      = {CoRR},
  volume       = {abs/1801.00085},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.00085},
  eprinttype    = {arXiv},
  eprint       = {1801.00085},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-00085.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05062,
  author       = {Xinyuan Zhang and
                  Ricardo Henao and
                  Zhe Gan and
                  Yitong Li and
                  Lawrence Carin},
  title        = {Multi-Label Learning from Medical Plain Text with Convolutional Residual
                  Models},
  journal      = {CoRR},
  volume       = {abs/1801.05062},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.05062},
  eprinttype    = {arXiv},
  eprint       = {1801.05062},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-05062.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06795,
  author       = {Xinyuan Zhang and
                  Xin Yuan and
                  Lawrence Carin},
  title        = {Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration},
  journal      = {CoRR},
  volume       = {abs/1803.06795},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.06795},
  eprinttype    = {arXiv},
  eprint       = {1803.06795},
  timestamp    = {Thu, 15 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-06795.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03184,
  author       = {Paidamoyo Chapfuwa and
                  Chenyang Tao and
                  Chunyuan Li and
                  Courtney Page and
                  Benjamin Alan Goldstein and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {Adversarial Time-to-Event Modeling},
  journal      = {CoRR},
  volume       = {abs/1804.03184},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.03184},
  eprinttype    = {arXiv},
  eprint       = {1804.03184},
  timestamp    = {Mon, 21 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-03184.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04174,
  author       = {Guoyin Wang and
                  Chunyuan Li and
                  Wenlin Wang and
                  Yizhe Zhang and
                  Dinghan Shen and
                  Xinyuan Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Joint Embedding of Words and Labels for Text Classification},
  journal      = {CoRR},
  volume       = {abs/1805.04174},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.04174},
  eprinttype    = {arXiv},
  eprint       = {1805.04174},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-04174.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05361,
  author       = {Dinghan Shen and
                  Qinliang Su and
                  Paidamoyo Chapfuwa and
                  Wenlin Wang and
                  Guoyin Wang and
                  Lawrence Carin and
                  Ricardo Henao},
  title        = {{NASH:} Toward End-to-End Neural Architecture for Generative Semantic
                  Hashing},
  journal      = {CoRR},
  volume       = {abs/1805.05361},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.05361},
  eprinttype    = {arXiv},
  eprint       = {1805.05361},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-05361.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09843,
  author       = {Dinghan Shen and
                  Guoyin Wang and
                  Wenlin Wang and
                  Martin Renqiang Min and
                  Qinliang Su and
                  Yizhe Zhang and
                  Chunyuan Li and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Baseline Needs More Love: On Simple Word-Embedding-Based Models and
                  Associated Pooling Mechanisms},
  journal      = {CoRR},
  volume       = {abs/1805.09843},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.09843},
  eprinttype    = {arXiv},
  eprint       = {1805.09843},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-09843.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09906,
  author       = {Xinyuan Zhang and
                  Yitong Li and
                  Dinghan Shen and
                  Lawrence Carin},
  title        = {Diffusion Maps for Textual Network Embedding},
  journal      = {CoRR},
  volume       = {abs/1805.09906},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.09906},
  eprinttype    = {arXiv},
  eprint       = {1805.09906},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-09906.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02978,
  author       = {Yunchen Pu and
                  Shuyang Dai and
                  Zhe Gan and
                  Weiyao Wang and
                  Guoyin Wang and
                  Yizhe Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {JointGAN: Multi-Domain Joint Distribution Learning with Generative
                  Adversarial Nets},
  journal      = {CoRR},
  volume       = {abs/1806.02978},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.02978},
  eprinttype    = {arXiv},
  eprint       = {1806.02978},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-02978.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01750,
  author       = {Chang Liu and
                  Jingwei Zhuo and
                  Pengyu Cheng and
                  Ruiyi Zhang and
                  Jun Zhu and
                  Lawrence Carin},
  title        = {Accelerated First-order Methods on the Wasserstein Space for Bayesian
                  Inference},
  journal      = {CoRR},
  volume       = {abs/1807.01750},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.01750},
  eprinttype    = {arXiv},
  eprint       = {1807.01750},
  timestamp    = {Fri, 18 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-01750.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03030,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Chunyuan Li and
                  Lawrence Carin},
  title        = {Policy Optimization as Wasserstein Gradient Flows},
  journal      = {CoRR},
  volume       = {abs/1808.03030},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.03030},
  eprinttype    = {arXiv},
  eprint       = {1808.03030},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-03030.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09633,
  author       = {Dinghan Shen and
                  Xinyuan Zhang and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment},
  journal      = {CoRR},
  volume       = {abs/1808.09633},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.09633},
  eprinttype    = {arXiv},
  eprint       = {1808.09633},
  timestamp    = {Thu, 15 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-09633.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01740,
  author       = {Matthew Engelhard and
                  Hongteng Xu and
                  Lawrence Carin and
                  Jason A. Oliver and
                  Matthew Hallyburton and
                  F. Joseph McClernon},
  title        = {Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes
                  Process Model},
  journal      = {CoRR},
  volume       = {abs/1809.01740},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.01740},
  eprinttype    = {arXiv},
  eprint       = {1809.01740},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-01740.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03113,
  author       = {Bai Li and
                  Changyou Chen and
                  Wenlin Wang and
                  Lawrence Carin},
  title        = {Second-Order Adversarial Attack and Certifiable Robustness},
  journal      = {CoRR},
  volume       = {abs/1809.03113},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.03113},
  eprinttype    = {arXiv},
  eprint       = {1809.03113},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-03113.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04705,
  author       = {Hongteng Xu and
                  Wenlin Wang and
                  Wei Liu and
                  Lawrence Carin},
  title        = {Distilled Wasserstein Learning for Word Embedding and Topic Modeling},
  journal      = {CoRR},
  volume       = {abs/1809.04705},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.04705},
  eprinttype    = {arXiv},
  eprint       = {1809.04705},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-04705.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06297,
  author       = {Liqun Chen and
                  Shuyang Dai and
                  Chenyang Tao and
                  Dinghan Shen and
                  Zhe Gan and
                  Haichao Zhang and
                  Yizhe Zhang and
                  Lawrence Carin},
  title        = {Adversarial Text Generation via Feature-Mover's Distance},
  journal      = {CoRR},
  volume       = {abs/1809.06297},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.06297},
  eprinttype    = {arXiv},
  eprint       = {1809.06297},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-06297.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00696,
  author       = {Ruiyi Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Wenlin Wang and
                  Liqun Chen and
                  Dinghan Shen and
                  Guoyin Wang and
                  Lawrence Carin},
  title        = {Sequence Generation with Guider Network},
  journal      = {CoRR},
  volume       = {abs/1811.00696},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.00696},
  eprinttype    = {arXiv},
  eprint       = {1811.00696},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-00696.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11083,
  author       = {Kevin J. Liang and
                  Chunyuan Li and
                  Guoyin Wang and
                  Lawrence Carin},
  title        = {Generative Adversarial Network Training is a Continual Learning Problem},
  journal      = {CoRR},
  volume       = {abs/1811.11083},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.11083},
  eprinttype    = {arXiv},
  eprint       = {1811.11083},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-11083.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00456,
  author       = {Zhao Song and
                  Ronald E. Parr and
                  Lawrence Carin},
  title        = {Revisiting the Softmax Bellman Operator: Theoretical Properties and
                  Practical Benefits},
  journal      = {CoRR},
  volume       = {abs/1812.00456},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.00456},
  eprinttype    = {arXiv},
  eprint       = {1812.00456},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-00456.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02784,
  author       = {Yitong Li and
                  Zhe Gan and
                  Yelong Shen and
                  Jingjing Liu and
                  Yu Cheng and
                  Yuexin Wu and
                  Lawrence Carin and
                  David E. Carlson and
                  Jianfeng Gao},
  title        = {StoryGAN: {A} Sequential Conditional {GAN} for Story Visualization},
  journal      = {CoRR},
  volume       = {abs/1812.02784},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.02784},
  eprinttype    = {arXiv},
  eprint       = {1812.02784},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-02784.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangCRWCC17,
  author       = {Liming Wang and
                  Minhua Chen and
                  Miguel R. D. Rodrigues and
                  David Wilcox and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {Information-Theoretic Compressive Measurement Design},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {39},
  number       = {6},
  pages        = {1150--1164},
  year         = {2017},
  url          = {https://doi.org/10.1109/TPAMI.2016.2568189},
  doi          = {10.1109/TPAMI.2016.2568189},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/WangCRWCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/OdinakaSPMKGLKK17,
  author       = {Ikenna Odinaka and
                  Joseph A. O'Sullivan and
                  David G. Politte and
                  Kenneth P. MacCabe and
                  Yan Kaganovsky and
                  Joel A. Greenberg and
                  Manu N. Lakshmanan and
                  Kalyani Krishnamurthy and
                  Anuj J. Kapadia and
                  Lawrence Carin and
                  David J. Brady},
  title        = {Joint System and Algorithm Design for Computationally Efficient Fan
                  Beam Coded Aperture X-Ray Coherent Scatter Imaging},
  journal      = {{IEEE} Trans. Computational Imaging},
  volume       = {3},
  number       = {4},
  pages        = {506--521},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCI.2017.2721742},
  doi          = {10.1109/TCI.2017.2721742},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tci/OdinakaSPMKGLKK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SuLLGC17,
  author       = {Qinliang Su and
                  Xuejun Liao and
                  Chunyuan Li and
                  Zhe Gan and
                  Lawrence Carin},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Unsupervised Learning with Truncated Gaussian Graphical Models},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {2583--2589},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10815},
  doi          = {10.1609/AAAI.V31I1.10815},
  timestamp    = {Mon, 04 Sep 2023 14:40:32 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/SuLLGC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GanLCPSC17,
  author       = {Zhe Gan and
                  Chunyuan Li and
                  Changyou Chen and
                  Yunchen Pu and
                  Qinliang Su and
                  Lawrence Carin},
  editor       = {Regina Barzilay and
                  Min{-}Yen Kan},
  title        = {Scalable Bayesian Learning of Recurrent Neural Networks for Language
                  Modeling},
  booktitle    = {Proceedings of the 55th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
                  1: Long Papers},
  pages        = {321--331},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/P17-1030},
  doi          = {10.18653/V1/P17-1030},
  timestamp    = {Fri, 06 Aug 2021 00:40:58 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/GanLCPSC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StevensPSSC17,
  author       = {Andrew Stevens and
                  Yunchen Pu and
                  Yannan Sun and
                  Gregory Spell and
                  Lawrence Carin},
  editor       = {Aarti Singh and
                  Xiaojin (Jerry) Zhu},
  title        = {Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis},
  booktitle    = {Proceedings of the 20th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
                  FL, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {54},
  pages        = {121--129},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v54/stevens17a.html},
  timestamp    = {Wed, 30 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aistats/StevensPSSC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunCC17,
  author       = {Shengyang Sun and
                  Changyou Chen and
                  Lawrence Carin},
  editor       = {Aarti Singh and
                  Xiaojin (Jerry) Zhu},
  title        = {Learning Structured Weight Uncertainty in Bayesian Neural Networks},
  booktitle    = {Proceedings of the 20th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
                  FL, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {54},
  pages        = {1283--1292},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v54/sun17b.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SunCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KomivesRPCCGHHN17,
  author       = {Eugenie Komives and
                  Shelley A. Rusincovitch and
                  John Paat and
                  Lawrence Carin and
                  Daniel Costello and
                  Michael Gao and
                  Bradley G. Hammill and
                  Ricardo Henao and
                  Nigel B. Neely and
                  Ursula Rogers and
                  Devdutta Sangvai and
                  Mary Schilder and
                  Erich Huang},
  title        = {Guiding Principles for the Duke Connected Care Predictive Modeling
                  Pilot},
  booktitle    = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 4-8, 2017},
  publisher    = {{AMIA}},
  year         = {2017},
  url          = {https://knowledge.amia.org/65881-amiab-1.4254737/t004-1.4257399/f004-1.4257400/2732038-1.4257971/2731944-1.4257968},
  timestamp    = {Wed, 04 Aug 2021 10:23:11 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/KomivesRPCCGHHN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RusincovitchHGC17,
  author       = {Shelley A. Rusincovitch and
                  Ricardo Henao and
                  Michael Gao and
                  Lawrence Carin and
                  Ursula Rogers and
                  Nigel B. Neely and
                  Mary Schilder and
                  Daniel Costello and
                  Eugenie Komives and
                  Erich Huang},
  title        = {Rationale and Design for the Duke Connected Care Predictive Modeling
                  Pilot with a Medicare Shared Savings Program Population},
  booktitle    = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 4-8, 2017},
  publisher    = {{AMIA}},
  year         = {2017},
  url          = {https://knowledge.amia.org/65881-amiab-1.4254737/t001-1.4259018/f001-1.4259019/2729109-1.4259116/2732086-1.4259113},
  timestamp    = {Wed, 04 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/RusincovitchHGC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GanGHPTGCD17,
  author       = {Zhe Gan and
                  Chuang Gan and
                  Xiaodong He and
                  Yunchen Pu and
                  Kenneth Tran and
                  Jianfeng Gao and
                  Lawrence Carin and
                  Li Deng},
  title        = {Semantic Compositional Networks for Visual Captioning},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {1141--1150},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.127},
  doi          = {10.1109/CVPR.2017.127},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/GanGHPTGCD17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GanPHLHC17,
  author       = {Zhe Gan and
                  Yunchen Pu and
                  Ricardo Henao and
                  Chunyuan Li and
                  Xiaodong He and
                  Lawrence Carin},
  editor       = {Martha Palmer and
                  Rebecca Hwa and
                  Sebastian Riedel},
  title        = {Learning Generic Sentence Representations Using Convolutional Neural
                  Networks},
  booktitle    = {Proceedings of the 2017 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
                  9-11, 2017},
  pages        = {2390--2400},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/d17-1254},
  doi          = {10.18653/V1/D17-1254},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/GanPHLHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PuMGC17,
  author       = {Yunchen Pu and
                  Martin Renqiang Min and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Adaptive Feature Abstraction for Translating Video to Language},
  booktitle    = {5th International Conference on Learning Representations, {ICLR} 2017,
                  Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2017},
  url          = {https://openreview.net/forum?id=BJ0K82lKg},
  timestamp    = {Thu, 04 Apr 2019 13:20:08 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/PuMGC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuRC17,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Lawrence Carin},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Deep Generative Models for Relational Data with Side Information},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {1578--1586},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/hu17d.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HuRC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangCGHC17,
  author       = {Yizhe Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Stochastic Gradient Monomial Gamma Sampler},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {3996--4005},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/zhang17a.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangCGHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangGFCHSC17,
  author       = {Yizhe Zhang and
                  Zhe Gan and
                  Kai Fan and
                  Zhi Chen and
                  Ricardo Henao and
                  Dinghan Shen and
                  Lawrence Carin},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Adversarial Feature Matching for Text Generation},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {4006--4015},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/zhang17b.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangGFCHSC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XingHC17,
  author       = {Zhengming Xing and
                  Sunshine Hillygus and
                  Lawrence Carin},
  title        = {Evaluating {U.S.} Electoral Representation with a Joint Statistical
                  Model of Congressional Roll-Calls, Legislative Text, and Voter Registration
                  Data},
  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
                  - 17, 2017},
  pages        = {1205--1214},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3097983.3098151},
  doi          = {10.1145/3097983.3098151},
  timestamp    = {Fri, 25 Dec 2020 01:14:16 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/XingHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FanWCH17,
  author       = {Kai Fan and
                  Qi Wei and
                  Lawrence Carin and
                  Katherine A. Heller},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {An inner-loop free solution to inverse problems using deep neural
                  networks},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {2370--2380},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/f016e59c7ad8b1d72903bb1aa5720d53-Abstract.html},
  timestamp    = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FanWCH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangSWGHC17,
  author       = {Yizhe Zhang and
                  Dinghan Shen and
                  Guoyin Wang and
                  Zhe Gan and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Deconvolutional Paragraph Representation Learning},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4169--4179},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/4b4edc2630fe75800ddc29a7b4070add-Abstract.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangSWGHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuGHLHC17,
  author       = {Yunchen Pu and
                  Zhe Gan and
                  Ricardo Henao and
                  Chunyuan Li and
                  Shaobo Han and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {{VAE} Learning via Stein Variational Gradient Descent},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4236--4245},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/443dec3062d0286986e21dc0631734c9-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/PuGHLHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuWHCGLC17,
  author       = {Yunchen Pu and
                  Weiyao Wang and
                  Ricardo Henao and
                  Liqun Chen and
                  Zhe Gan and
                  Chunyuan Li and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Adversarial Symmetric Variational Autoencoder},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4330--4339},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/4cb811134b9d39fc3104bd06ce75abad-Abstract.html},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/PuWHCGLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuLC17,
  author       = {Qinliang Su and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {A Probabilistic Framework for Nonlinearities in Stochastic Neural
                  Networks},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4486--4495},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/35936504a37d53e03abdfbc7318d9ec7-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SuLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongMFC17,
  author       = {Zhao Song and
                  Yusuke Muraoka and
                  Ryohei Fujimaki and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Scalable Model Selection for Belief Networks},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4609--4619},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/a6ea8471c120fe8cc35a2954c9b9c595-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SongMFC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiMMDDCC17,
  author       = {Yitong Li and
                  Michael Murias and
                  Samantha Major and
                  Geraldine Dawson and
                  Kafui Dzirasa and
                  Lawrence Carin and
                  David E. Carlson},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Targeting {EEG/LFP} Synchrony with Neural Nets},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4620--4630},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/7993e11204b215b27694b6f139e34ce8-Abstract.html},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiMMDDCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GanCWPZLLC17,
  author       = {Zhe Gan and
                  Liqun Chen and
                  Weiyao Wang and
                  Yunchen Pu and
                  Yizhe Zhang and
                  Hao Liu and
                  Chunyuan Li and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Triangle Generative Adversarial Networks},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {5247--5256},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/bbeb0c1b1fd44e392c7ce2fdbd137e87-Abstract.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GanCWPZLLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLCPCHC17,
  author       = {Chunyuan Li and
                  Hao Liu and
                  Changyou Chen and
                  Yunchen Pu and
                  Liqun Chen and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {{ALICE:} Towards Understanding Adversarial Learning for Joint Distribution
                  Matching},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {5495--5503},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/ade55409d1224074754035a5a937d2e0-Abstract.html},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiLCPCHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GallagherUTDCC17,
  author       = {Neil Gallagher and
                  Kyle R. Ulrich and
                  Austin Talbot and
                  Kafui Dzirasa and
                  Lawrence Carin and
                  David E. Carlson},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Cross-Spectral Factor Analysis},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {6842--6852},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/5b970a1d9be0fd100063fd6cd688b73e-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GallagherUTDCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanPC17,
  author       = {Xin Yuan and
                  Yunchen Pu and
                  Lawrence Carin},
  title        = {Compressive Sensing via Convolutional Factor Analysis},
  journal      = {CoRR},
  volume       = {abs/1701.03006},
  year         = {2017},
  url          = {http://arxiv.org/abs/1701.03006},
  eprinttype    = {arXiv},
  eprint       = {1701.03006},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YuanPC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuGHLHC17,
  author       = {Yunchen Pu and
                  Zhe Gan and
                  Ricardo Henao and
                  Chunyuan Li and
                  Shaobo Han and
                  Lawrence Carin},
  title        = {Stein Variational Autoencoder},
  journal      = {CoRR},
  volume       = {abs/1704.05155},
  year         = {2017},
  url          = {http://arxiv.org/abs/1704.05155},
  eprinttype    = {arXiv},
  eprint       = {1704.05155},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PuGHLHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1706-01498,
  author       = {Yizhe Zhang and
                  Changyou Chen and
                  Zhe Gan and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Stochastic Gradient Monomial Gamma Sampler},
  journal      = {CoRR},
  volume       = {abs/1706.01498},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.01498},
  eprinttype    = {arXiv},
  eprint       = {1706.01498},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1706-01498.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangGFCHSC17,
  author       = {Yizhe Zhang and
                  Zhe Gan and
                  Kai Fan and
                  Zhi Chen and
                  Ricardo Henao and
                  Dinghan Shen and
                  Lawrence Carin},
  title        = {Adversarial Feature Matching for Text Generation},
  journal      = {CoRR},
  volume       = {abs/1706.03850},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.03850},
  eprinttype    = {arXiv},
  eprint       = {1706.03850},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangGFCHSC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04729,
  author       = {Yizhe Zhang and
                  Dinghan Shen and
                  Guoyin Wang and
                  Zhe Gan and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Deconvolutional Paragraph Representation Learning},
  journal      = {CoRR},
  volume       = {abs/1708.04729},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.04729},
  eprinttype    = {arXiv},
  eprint       = {1708.04729},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-04729.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01215,
  author       = {Chunyuan Li and
                  Hao Liu and
                  Changyou Chen and
                  Yunchen Pu and
                  Liqun Chen and
                  Ricardo Henao and
                  Lawrence Carin},
  title        = {Towards Understanding Adversarial Learning for Joint Distribution
                  Matching},
  journal      = {CoRR},
  volume       = {abs/1709.01215},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.01215},
  eprinttype    = {arXiv},
  eprint       = {1709.01215},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-01215.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01841,
  author       = {Qi Wei and
                  Kai Fan and
                  Lawrence Carin and
                  Katherine A. Heller},
  title        = {An inner-loop free solution to inverse problems using deep neural
                  networks},
  journal      = {CoRR},
  volume       = {abs/1709.01841},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.01841},
  eprinttype    = {arXiv},
  eprint       = {1709.01841},
  timestamp    = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-01841.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01846,
  author       = {Yunchen Pu and
                  Liqun Chen and
                  Shuyang Dai and
                  Weiyao Wang and
                  Chunyuan Li and
                  Lawrence Carin},
  title        = {Symmetric Variational Autoencoder and Connections to Adversarial Learning},
  journal      = {CoRR},
  volume       = {abs/1709.01846},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.01846},
  eprinttype    = {arXiv},
  eprint       = {1709.01846},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-01846.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06123,
  author       = {Qinliang Su and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {A Probabilistic Framework for Nonlinearities in Stochastic Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1709.06123},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.06123},
  eprinttype    = {arXiv},
  eprint       = {1709.06123},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-06123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06548,
  author       = {Zhe Gan and
                  Liqun Chen and
                  Weiyao Wang and
                  Yunchen Pu and
                  Yizhe Zhang and
                  Hao Liu and
                  Chunyuan Li and
                  Lawrence Carin},
  title        = {Triangle Generative Adversarial Networks},
  journal      = {CoRR},
  volume       = {abs/1709.06548},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.06548},
  eprinttype    = {arXiv},
  eprint       = {1709.06548},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-06548.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07109,
  author       = {Dinghan Shen and
                  Yizhe Zhang and
                  Ricardo Henao and
                  Qinliang Su and
                  Lawrence Carin},
  title        = {Deconvolutional Latent-Variable Model for Text Sequence Matching},
  journal      = {CoRR},
  volume       = {abs/1709.07109},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.07109},
  eprinttype    = {arXiv},
  eprint       = {1709.07109},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-07109.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08294,
  author       = {Dinghan Shen and
                  Martin Renqiang Min and
                  Yitong Li and
                  Lawrence Carin},
  title        = {Adaptive Convolutional Filter Generation for Natural Language Understanding},
  journal      = {CoRR},
  volume       = {abs/1709.08294},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.08294},
  eprinttype    = {arXiv},
  eprint       = {1709.08294},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-08294.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-00421,
  author       = {Yitong Li and
                  Martin Renqiang Min and
                  Dinghan Shen and
                  David E. Carlson and
                  Lawrence Carin},
  title        = {Video Generation From Text},
  journal      = {CoRR},
  volume       = {abs/1710.00421},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.00421},
  eprinttype    = {arXiv},
  eprint       = {1710.00421},
  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-00421.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04915,
  author       = {Yunchen Pu and
                  Weiyao Wang and
                  Ricardo Henao and
                  Liqun Chen and
                  Zhe Gan and
                  Chunyuan Li and
                  Lawrence Carin},
  title        = {Adversarial Symmetric Variational Autoencoder},
  journal      = {CoRR},
  volume       = {abs/1711.04915},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.04915},
  eprinttype    = {arXiv},
  eprint       = {1711.04915},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-04915.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05820,
  author       = {Wenlin Wang and
                  Yunchen Pu and
                  Vinay Kumar Verma and
                  Kai Fan and
                  Yizhe Zhang and
                  Changyou Chen and
                  Piyush Rai and
                  Lawrence Carin},
  title        = {Zero-Shot Learning via Class-Conditioned Deep Generative Models},
  journal      = {CoRR},
  volume       = {abs/1711.05820},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.05820},
  eprinttype    = {arXiv},
  eprint       = {1711.05820},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-05820.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09097,
  author       = {Bai Li and
                  Changyou Chen and
                  Hao Liu and
                  Lawrence Carin},
  title        = {On Connecting Stochastic Gradient {MCMC} and Differential Privacy},
  journal      = {CoRR},
  volume       = {abs/1712.09097},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.09097},
  eprinttype    = {arXiv},
  eprint       = {1712.09097},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-09097.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09783,
  author       = {Wenlin Wang and
                  Zhe Gan and
                  Wenqi Wang and
                  Dinghan Shen and
                  Jiaji Huang and
                  Wei Ping and
                  Sanjeev Satheesh and
                  Lawrence Carin},
  title        = {Topic Compositional Neural Language Model},
  journal      = {CoRR},
  volume       = {abs/1712.09783},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.09783},
  eprinttype    = {arXiv},
  eprint       = {1712.09783},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-09783.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HenaoLLFC16,
  author       = {Ricardo Henao and
                  James Lu and
                  Joseph E. Lucas and
                  Jeffrey M. Ferranti and
                  Lawrence Carin},
  title        = {Electronic Health Record Analysis via Deep Poisson Factor Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {186:1--186:32},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/15-429.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HenaoLLFC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/CarlsonHCCC16,
  author       = {David E. Carlson and
                  Ya{-}Ping Hsieh and
                  Edo Collins and
                  Lawrence Carin and
                  Volkan Cevher},
  title        = {Stochastic Spectral Descent for Discrete Graphical Models},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {10},
  number       = {2},
  pages        = {296--311},
  year         = {2016},
  url          = {https://doi.org/10.1109/JSTSP.2015.2505684},
  doi          = {10.1109/JSTSP.2015.2505684},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jstsp/CarlsonHCCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CaoYLLYDCB16,
  author       = {Xun Cao and
                  Tao Yue and
                  Xing Lin and
                  Stephen Lin and
                  Xin Yuan and
                  Qionghai Dai and
                  Lawrence Carin and
                  David J. Brady},
  title        = {Computational Snapshot Multispectral Cameras: Toward dynamic capture
                  of the spectral world},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {33},
  number       = {5},
  pages        = {95--108},
  year         = {2016},
  url          = {https://doi.org/10.1109/MSP.2016.2582378},
  doi          = {10.1109/MSP.2016.2582378},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spm/CaoYLLYDCB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/RennaWYYRCCR16,
  author       = {Francesco Renna and
                  Liming Wang and
                  Xin Yuan and
                  Jianbo Yang and
                  Galen Reeves and
                  A. Robert Calderbank and
                  Lawrence Carin and
                  Miguel R. D. Rodrigues},
  title        = {Classification and Reconstruction of High-Dimensional Signals From
                  Low-Dimensional Features in the Presence of Side Information},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {62},
  number       = {11},
  pages        = {6459--6492},
  year         = {2016},
  url          = {https://doi.org/10.1109/TIT.2016.2606646},
  doi          = {10.1109/TIT.2016.2606646},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/RennaWYYRCCR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangHCZH16,
  author       = {Yizhe Zhang and
                  Ricardo Henao and
                  Lawrence Carin and
                  Jianling Zhong and
                  Alexander J. Hartemink},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Learning a Hybrid Architecture for Sequence Regression and Annotation},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1415--1421},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10145},
  doi          = {10.1609/AAAI.V30I1.10145},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangHCZH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiCCC16,
  author       = {Chunyuan Li and
                  Changyou Chen and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural
                  Networks},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1788--1794},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10200},
  doi          = {10.1609/AAAI.V30I1.10200},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiCCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiCFC16,
  author       = {Chunyuan Li and
                  Changyou Chen and
                  Kai Fan and
                  Lawrence Carin},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {High-Order Stochastic Gradient Thermostats for Bayesian Learning of
                  Deep Models},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1795--1801},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10199},
  doi          = {10.1609/AAAI.V30I1.10199},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiCFC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/SongLC16,
  author       = {Zhao Song and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Solving DEC-POMDPs by Expectation Maximization of Value Function},
  booktitle    = {2016 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
                  USA, March 21-23, 2016},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {http://www.aaai.org/ocs/index.php/SSS/SSS16/paper/view/12705},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/SongLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PuYSLC16,
  author       = {Yunchen Pu and
                  Xin Yuan and
                  Andrew Stevens and
                  Chunyuan Li and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {A Deep Generative Deconvolutional Image Model},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {741--750},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/pu16.html},
  timestamp    = {Wed, 30 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aistats/PuYSLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HanLDC16,
  author       = {Shaobo Han and
                  Xuejun Liao and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Variational Gaussian Copula Inference},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {829--838},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/han16.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HanLDC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenCGLC16,
  author       = {Changyou Chen and
                  David E. Carlson and
                  Zhe Gan and
                  Chunyuan Li and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Bridging the Gap between Stochastic Gradient {MCMC} and Stochastic
                  Optimization},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1051--1060},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/chen16c.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ChenCGLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuRC16,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Non-negative Matrix Factorization for Discrete Data with Hierarchical
                  Side-Information},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1124--1132},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/hu16c.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HuRC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuRC16a,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Topic-Based Embeddings for Learning from Large Knowledge Graphs},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1133--1141},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/hu16d.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HuRC16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SongHCC16,
  author       = {Zhao Song and
                  Ricardo Henao and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Learning Sigmoid Belief Networks via Monte Carlo Expectation Maximization},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1347--1355},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/song16.html},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aistats/SongHCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KaganovskyOCC16,
  author       = {Yan Kaganovsky and
                  Ikenna Odinaka and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Parallel Majorization Minimization with Dynamically Restricted Domains
                  for Nonconvex Optimization},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1497--1505},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/kaganovsky16.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KaganovskyOCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiSCPGC16,
  author       = {Chunyuan Li and
                  Andrew Stevens and
                  Changyou Chen and
                  Yunchen Pu and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Learning Weight Uncertainty with Stochastic Gradient {MCMC} for Shape
                  Classification},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
  pages        = {5666--5675},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPR.2016.611},
  doi          = {10.1109/CVPR.2016.611},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiSCPGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangRYRCC16,
  author       = {Liming Wang and
                  Francesco Renna and
                  Xin Yuan and
                  Miguel R. D. Rodrigues and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {A general framework for reconstruction and classification from compressive
                  measurements with side information},
  booktitle    = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
  pages        = {4239--4243},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICASSP.2016.7472476},
  doi          = {10.1109/ICASSP.2016.7472476},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/WangRYRCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZDHC16,
  author       = {Yizhe Zhang and
                  Yue Zhao and
                  Lawrence David and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Francesco Bonchi and
                  Josep Domingo{-}Ferrer and
                  Ricardo Baeza{-}Yates and
                  Zhi{-}Hua Zhou and
                  Xindong Wu},
  title        = {Dynamic Poisson Factor Analysis},
  booktitle    = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
                  December 12-15, 2016, Barcelona, Spain},
  pages        = {1359--1364},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICDM.2016.0186},
  doi          = {10.1109/ICDM.2016.0186},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhangZDHC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongGC16,
  author       = {Jiaming Song and
                  Zhe Gan and
                  Lawrence Carin},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Factored Temporal Sigmoid Belief Networks for Sequence Learning},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {1272--1281},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/songa16.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SongGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuLCC16,
  author       = {Qinliang Su and
                  Xuejun Liao and
                  Changyou Chen and
                  Lawrence Carin},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Nonlinear Statistical Learning with Truncated Gaussian Graphical Models},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {1948--1957},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/su16.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SuLCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangHLC16,
  author       = {Yizhe Zhang and
                  Ricardo Henao and
                  Chunyuan Li and
                  Lawrence Carin},
  editor       = {Subbarao Kambhampati},
  title        = {Bayesian Dictionary Learning with Gaussian Processes and Sigmoid Belief
                  Networks},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2364--2370},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/337},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/ZhangHLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangWCHFC16,
  author       = {Yizhe Zhang and
                  Xiangyu Wang and
                  Changyou Chen and
                  Ricardo Henao and
                  Kai Fan and
                  Lawrence Carin},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Towards Unifying Hamiltonian Monte Carlo and Slice Sampling},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {1741--1749},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/3cef96dcc9b8035d23f69e30bb19218a-Abstract.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangWCHFC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuGHYLSC16,
  author       = {Yunchen Pu and
                  Zhe Gan and
                  Ricardo Henao and
                  Xin Yuan and
                  Chunyuan Li and
                  Andrew Stevens and
                  Lawrence Carin},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Variational Autoencoder for Deep Learning of Images, Labels and Captions},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {2352--2360},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/eb86d510361fc23b59f18c1bc9802cc6-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/PuGHYLSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenDLZC16,
  author       = {Changyou Chen and
                  Nan Ding and
                  Chunyuan Li and
                  Yizhe Zhang and
                  Lawrence Carin},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Stochastic Gradient {MCMC} with Stale Gradients},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {2937--2945},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/ac796a52db3f16bbdb6557d3d89d1c5a-Abstract.html},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenDLZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongPLC16,
  author       = {Zhao Song and
                  Ronald E. Parr and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Linear Feature Encoding for Reinforcement Learning},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {4224--4232},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/8232e119d8f59aa83050a741631803a6-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SongPLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangCHC16,
  author       = {Yizhe Zhang and
                  Changyou Chen and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Paolo Frasconi and
                  Niels Landwehr and
                  Giuseppe Manco and
                  Jilles Vreeken},
  title        = {Laplacian Hamiltonian Monte Carlo},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9851},
  pages        = {98--114},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46128-1\_7},
  doi          = {10.1007/978-3-319-46128-1\_7},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhangCHC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangCCRC16,
  author       = {Wenlin Wang and
                  Changyou Chen and
                  Wenlin Chen and
                  Piyush Rai and
                  Lawrence Carin},
  editor       = {Paolo Frasconi and
                  Niels Landwehr and
                  Giuseppe Manco and
                  Jilles Vreeken},
  title        = {Deep Metric Learning with Data Summarization},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9851},
  pages        = {777--794},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46128-1\_49},
  doi          = {10.1007/978-3-319-46128-1\_49},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/WangCCRC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/GanYHTC16,
  author       = {Zhe Gan and
                  Xin Yuan and
                  Ricardo Henao and
                  Ephraim L. Tsalik and
                  Lawrence Carin},
  editor       = {Shuguang Cui and
                  Alfred O. Hero III and
                  Zhi{-}Quan Luo and
                  Jos{\'{e}} M. F. Moura},
  title        = {Inference of gene networks associated with the host response to infectious
                  disease},
  booktitle    = {Big Data over Networks},
  pages        = {365--390},
  publisher    = {Cambridge University Press},
  year         = {2016},
  url          = {https://doi.org/10.1017/CBO9781316162750.014},
  doi          = {10.1017/CBO9781316162750.014},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/cu/p/GanYHTC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OdinakaKGHPOCB16,
  author       = {Ikenna Odinaka and
                  Yan Kaganovsky and
                  Joel A. Greenberg and
                  Mehadi Hassan and
                  David G. Politte and
                  Joseph A. O'Sullivan and
                  Lawrence Carin and
                  David J. Brady},
  title        = {Spectrally Grouped Total Variation Reconstruction for Scatter Imaging
                  Using {ADMM}},
  journal      = {CoRR},
  volume       = {abs/1601.08201},
  year         = {2016},
  url          = {http://arxiv.org/abs/1601.08201},
  eprinttype    = {arXiv},
  eprint       = {1601.08201},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/OdinakaKGHPOCB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OdinakaOPMKGLKK16,
  author       = {Ikenna Odinaka and
                  Joseph A. O'Sullivan and
                  David G. Politte and
                  Kenneth P. MacCabe and
                  Yan Kaganovsky and
                  Joel A. Greenberg and
                  Manu N. Lakshmanan and
                  Kalyani Krishnamurthy and
                  Anuj J. Kapadia and
                  Lawrence Carin and
                  David J. Brady},
  title        = {Joint System and Algorithm Design for Computationally Efficient Fan
                  Beam Coded Aperture X-ray Coherent Scatter Imaging},
  journal      = {CoRR},
  volume       = {abs/1603.06400},
  year         = {2016},
  url          = {http://arxiv.org/abs/1603.06400},
  eprinttype    = {arXiv},
  eprint       = {1603.06400},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/OdinakaOPMKGLKK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongGC16,
  author       = {Jiaming Song and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Factored Temporal Sigmoid Belief Networks for Sequence Learning},
  journal      = {CoRR},
  volume       = {abs/1605.06715},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.06715},
  eprinttype    = {arXiv},
  eprint       = {1605.06715},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SongGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuGHYLSC16,
  author       = {Yunchen Pu and
                  Zhe Gan and
                  Ricardo Henao and
                  Xin Yuan and
                  Chunyuan Li and
                  Andrew Stevens and
                  Lawrence Carin},
  title        = {Variational Autoencoder for Deep Learning of Images, Labels and Captions},
  journal      = {CoRR},
  volume       = {abs/1609.08976},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.08976},
  eprinttype    = {arXiv},
  eprint       = {1609.08976},
  timestamp    = {Wed, 30 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/PuGHYLSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenDLZC16,
  author       = {Changyou Chen and
                  Nan Ding and
                  Chunyuan Li and
                  Yizhe Zhang and
                  Lawrence Carin},
  title        = {Stochastic Gradient {MCMC} with Stale Gradients},
  journal      = {CoRR},
  volume       = {abs/1610.06664},
  year         = {2016},
  url          = {http://arxiv.org/abs/1610.06664},
  eprinttype    = {arXiv},
  eprint       = {1610.06664},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/ChenDLZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangCWRC16,
  author       = {Wenlin Wang and
                  Changyou Chen and
                  Wenqi Wang and
                  Piyush Rai and
                  Lawrence Carin},
  title        = {Earliness-Aware Deep Convolutional Networks for Early Time Series
                  Classification},
  journal      = {CoRR},
  volume       = {abs/1611.04578},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.04578},
  eprinttype    = {arXiv},
  eprint       = {1611.04578},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WangCWRC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuLLGC16,
  author       = {Qinliang Su and
                  Xuejun Liao and
                  Chunyuan Li and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Unsupervised Learning with Truncated Gaussian Graphical Models},
  journal      = {CoRR},
  volume       = {abs/1611.04920},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.04920},
  eprinttype    = {arXiv},
  eprint       = {1611.04920},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SuLLGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuMGC16,
  author       = {Yunchen Pu and
                  Martin Renqiang Min and
                  Zhe Gan and
                  Lawrence Carin},
  title        = {Adaptive Feature Abstraction for Translating Video to Language},
  journal      = {CoRR},
  volume       = {abs/1611.07837},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.07837},
  eprinttype    = {arXiv},
  eprint       = {1611.07837},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PuMGC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanPHLHC16,
  author       = {Zhe Gan and
                  Yunchen Pu and
                  Ricardo Henao and
                  Chunyuan Li and
                  Xiaodong He and
                  Lawrence Carin},
  title        = {Unsupervised Learning of Sentence Representations using Convolutional
                  Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1611.07897},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.07897},
  eprinttype    = {arXiv},
  eprint       = {1611.07897},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GanPHLHC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanGHPTGCD16,
  author       = {Zhe Gan and
                  Chuang Gan and
                  Xiaodong He and
                  Yunchen Pu and
                  Kenneth Tran and
                  Jianfeng Gao and
                  Lawrence Carin and
                  Li Deng},
  title        = {Semantic Compositional Networks for Visual Captioning},
  journal      = {CoRR},
  volume       = {abs/1611.08002},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.08002},
  eprinttype    = {arXiv},
  eprint       = {1611.08002},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GanGHPTGCD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanLCPSC16,
  author       = {Zhe Gan and
                  Chunyuan Li and
                  Changyou Chen and
                  Yunchen Pu and
                  Qinliang Su and
                  Lawrence Carin},
  title        = {Scalable Bayesian Learning of Recurrent Neural Networks for Language
                  Modeling},
  journal      = {CoRR},
  volume       = {abs/1611.08034},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.08034},
  eprinttype    = {arXiv},
  eprint       = {1611.08034},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GanLCPSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StevensPSSC16,
  author       = {Andrew Stevens and
                  Yunchen Pu and
                  Yannan Sun and
                  Gregory Spell and
                  Lawrence Carin},
  title        = {Deep Overcomplete Tensor Rank-Decompositions},
  journal      = {CoRR},
  volume       = {abs/1612.02842},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.02842},
  eprinttype    = {arXiv},
  eprint       = {1612.02842},
  timestamp    = {Wed, 30 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/StevensPSSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/YuanTZLBC15,
  author       = {Xin Yuan and
                  Tsung{-}Han Tsai and
                  Ruoyu Zhu and
                  Patrick Llull and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Compressive Hyperspectral Imaging With Side Information},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {9},
  number       = {6},
  pages        = {964--976},
  year         = {2015},
  url          = {https://doi.org/10.1109/JSTSP.2015.2411575},
  doi          = {10.1109/JSTSP.2015.2411575},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jstsp/YuanTZLBC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/LuCCSR15,
  author       = {Yanbin Lu and
                  Lawrence Carin and
                  Ronald R. Coifman and
                  William Shain and
                  Badrinath Roysam},
  title        = {Quantitative Arbor Analytics: Unsupervised Harmonic Co-Clustering
                  of Populations of Brain Cell Arbors Based on L-Measure},
  journal      = {Neuroinformatics},
  volume       = {13},
  number       = {1},
  pages        = {47--63},
  year         = {2015},
  url          = {https://doi.org/10.1007/s12021-014-9237-2},
  doi          = {10.1007/S12021-014-9237-2},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ni/LuCCSR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhouC15,
  author       = {Mingyuan Zhou and
                  Lawrence Carin},
  title        = {Negative Binomial Process Count and Mixture Modeling},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {37},
  number       = {2},
  pages        = {307--320},
  year         = {2015},
  url          = {https://doi.org/10.1109/TPAMI.2013.211},
  doi          = {10.1109/TPAMI.2013.211},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/ZhouC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PolatkanZCBD15,
  author       = {Gungor Polatkan and
                  Mingyuan Zhou and
                  Lawrence Carin and
                  David M. Blei and
                  Ingrid Daubechies},
  title        = {A Bayesian Nonparametric Approach to Image Super-Resolution},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {37},
  number       = {2},
  pages        = {346--358},
  year         = {2015},
  url          = {https://doi.org/10.1109/TPAMI.2014.2321404},
  doi          = {10.1109/TPAMI.2014.2321404},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/PolatkanZCBD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/WangHYKGCRBCC15,
  author       = {Liming Wang and
                  Jiaji Huang and
                  Xin Yuan and
                  Kalyani Krishnamurthy and
                  Joel A. Greenberg and
                  Volkan Cevher and
                  Miguel R. D. Rodrigues and
                  David J. Brady and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {Signal Recovery and System Calibration from Multiple Compressive Poisson
                  Measurements},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {8},
  number       = {3},
  pages        = {1923--1954},
  year         = {2015},
  url          = {https://doi.org/10.1137/140998779},
  doi          = {10.1137/140998779},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamis/WangHYKGCRBCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/KaganovskyHDPBO15,
  author       = {Yan Kaganovsky and
                  Shaobo Han and
                  Soysal Degirmenci and
                  David G. Politte and
                  David J. Brady and
                  Joseph A. O'Sullivan and
                  Lawrence Carin},
  title        = {Alternating Minimization Algorithm with Automatic Relevance Determination
                  for Transmission Tomography under Poisson Noise},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {8},
  number       = {3},
  pages        = {2087--2132},
  year         = {2015},
  url          = {https://doi.org/10.1137/141000038},
  doi          = {10.1137/141000038},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamis/KaganovskyHDPBO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LianTZCC15,
  author       = {Wenzhao Lian and
                  Ronen Talmon and
                  Hitten Zaveri and
                  Lawrence Carin and
                  Ronald R. Coifman},
  title        = {Multivariate time-series analysis and diffusion maps},
  journal      = {Signal Process.},
  volume       = {116},
  pages        = {13--28},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.sigpro.2015.04.003},
  doi          = {10.1016/J.SIGPRO.2015.04.003},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/LianTZCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YangLYLBSC15,
  author       = {Jianbo Yang and
                  Xuejun Liao and
                  Xin Yuan and
                  Patrick Llull and
                  David J. Brady and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Compressive Sensing by Learning a Gaussian Mixture Model From Measurements},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {1},
  pages        = {106--119},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2014.2365720},
  doi          = {10.1109/TIP.2014.2365720},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/YangLYLBSC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LianRSC15,
  author       = {Wenzhao Lian and
                  Piyush Rai and
                  Esther Salazar and
                  Lawrence Carin},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Integrating Features and Similarities: Flexible Models for Heterogeneous
                  Multiview Data},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {2757--2763},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9549},
  doi          = {10.1609/AAAI.V29I1.9549},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LianRSC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RaiWC15,
  author       = {Piyush Rai and
                  Yingjian Wang and
                  Lawrence Carin},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Leveraging Features and Networks for Probabilistic Tensor Decomposition},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {2942--2948},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9582},
  doi          = {10.1609/AAAI.V29I1.9582},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/RaiWC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhenRZC15,
  author       = {Yi Zhen and
                  Piyush Rai and
                  Hongyuan Zha and
                  Lawrence Carin},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Cross-Modal Similarity Learning via Pairs, Preferences, and Active
                  Supervision},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3203--3209},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9599},
  doi          = {10.1609/AAAI.V29I1.9599},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhenRZC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CarlsonCC15,
  author       = {David E. Carlson and
                  Volkan Cevher and
                  Lawrence Carin},
  editor       = {Guy Lebanon and
                  S. V. N. Vishwanathan},
  title        = {Stochastic Spectral Descent for Restricted Boltzmann Machines},
  booktitle    = {Proceedings of the Eighteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
                  USA, May 9-12, 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {38},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v38/carlson15.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/CarlsonCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GanHCC15,
  author       = {Zhe Gan and
                  Ricardo Henao and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Guy Lebanon and
                  S. V. N. Vishwanathan},
  title        = {Learning Deep Sigmoid Belief Networks with Data Augmentation},
  booktitle    = {Proceedings of the Eighteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
                  USA, May 9-12, 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {38},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v38/gan15.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GanHCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuanHTLC15,
  author       = {Xin Yuan and
                  Ricardo Henao and
                  Ephraim Tsalik and
                  Raymond Langley and
                  Lawrence Carin},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood},
  booktitle    = {Proceedings of the 32nd International Conference on Machine Learning,
                  {ICML} 2015, Lille, France, 6-11 July 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {37},
  pages        = {1254--1263},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/yuan15.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/YuanHTLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GanCHCC15,
  author       = {Zhe Gan and
                  Changyou Chen and
                  Ricardo Henao and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {Scalable Deep Poisson Factor Analysis for Topic Modeling},
  booktitle    = {Proceedings of the 32nd International Conference on Machine Learning,
                  {ICML} 2015, Lille, France, 6-11 July 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {37},
  pages        = {1823--1832},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/gan15.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GanCHCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LianHRLC15,
  author       = {Wenzhao Lian and
                  Ricardo Henao and
                  Vinayak A. Rao and
                  Joseph E. Lucas and
                  Lawrence Carin},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {A Multitask Point Process Predictive Model},
  booktitle    = {Proceedings of the 32nd International Conference on Machine Learning,
                  {ICML} 2015, Lille, France, 6-11 July 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {37},
  pages        = {2030--2038},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/lian15.html},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LianHRLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuALCH15,
  author       = {Miao Liu and
                  Christopher Amato and
                  Xuejun Liao and
                  Lawrence Carin and
                  Jonathan P. How},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Stick-Breaking Policy Learning in Dec-POMDPs},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {2011--2018},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/285},
  timestamp    = {Tue, 20 Aug 2019 16:16:43 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LiuALCH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RaiHHC15,
  author       = {Piyush Rai and
                  Changwei Hu and
                  Matthew Harding and
                  Lawrence Carin},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Scalable Probabilistic Tensor Factorization for Binary and Count Data},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {3770--3776},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/530},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RaiHHC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/RennaWYYRCCR15,
  author       = {Francesco Renna and
                  Liming Wang and
                  Xin Yuan and
                  Jianbo Yang and
                  Galen Reeves and
                  A. Robert Calderbank and
                  Lawrence Carin and
                  Miguel R. D. Rodrigues},
  title        = {Classification and reconstruction of compressed {GMM} signals with
                  side information},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
                  Hong Kong, China, June 14-19, 2015},
  pages        = {994--998},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ISIT.2015.7282604},
  doi          = {10.1109/ISIT.2015.7282604},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/RennaWYYRCCR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WangHYCRCC15,
  author       = {Liming Wang and
                  Jiaji Huang and
                  Xin Yuan and
                  Volkan Cevher and
                  Miguel R. D. Rodrigues and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {A concentration-of-measure inequality for multiple-measurement models},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
                  Hong Kong, China, June 14-19, 2015},
  pages        = {2341--2345},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ISIT.2015.7282874},
  doi          = {10.1109/ISIT.2015.7282874},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/WangHYCRCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/KaganovskyDHOPB15,
  author       = {Yan Kaganovsky and
                  Soysal Degirmenci and
                  Shaobo Han and
                  Ikenna Odinaka and
                  David G. Politte and
                  David J. Brady and
                  Joseph A. O'Sullivan and
                  Lawrence Carin},
  editor       = {S{\'{e}}bastien Ourselin and
                  Martin Andreas Styner},
  title        = {Alternating minimization algorithm with iteratively reweighted quadratic
                  penalties for compressive transmission tomography},
  booktitle    = {Medical Imaging 2015: Image Processing, Orlando, Florida, USA, February
                  24-26, 2015},
  series       = {{SPIE} Proceedings},
  volume       = {9413},
  pages        = {94130J},
  publisher    = {{SPIE}},
  year         = {2015},
  url          = {https://doi.org/10.1117/12.2081986},
  doi          = {10.1117/12.2081986},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miip/KaganovskyDHOPB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/UlrichCDC15,
  author       = {Kyle R. Ulrich and
                  David E. Carlson and
                  Kafui Dzirasa and
                  Lawrence Carin},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {{GP} Kernels for Cross-Spectrum Analysis},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {1999--2007},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/285ab9448d2751ee57ece7f762c39095-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/UlrichCDC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenDC15,
  author       = {Changyou Chen and
                  Nan Ding and
                  Lawrence Carin},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {On the Convergence of Stochastic Gradient {MCMC} Algorithms with High-Order
                  Integrators},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2278--2286},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/af4732711661056eadbf798ba191272a-Abstract.html},
  timestamp    = {Tue, 23 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenDC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GanLHCC15,
  author       = {Zhe Gan and
                  Chunyuan Li and
                  Ricardo Henao and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Deep Temporal Sigmoid Belief Networks for Sequence Modeling},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2467--2475},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/95151403b0db4f75bfd8da0b393af853-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GanLHCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenaoGLC15,
  author       = {Ricardo Henao and
                  Zhe Gan and
                  James Lu and
                  Lawrence Carin},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Deep Poisson Factor Modeling},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2800--2808},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/d72fbbccd9fe64c3a14f85d225a046f4-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HenaoGLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarlsonCHCC15,
  author       = {David E. Carlson and
                  Edo Collins and
                  Ya{-}Ping Hsieh and
                  Lawrence Carin and
                  Volkan Cevher},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Preconditioned Spectral Descent for Deep Learning},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2971--2979},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/f50a6c02a3fc5a3a5d4d9391f05f3efc-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CarlsonCHCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaiHHC15,
  author       = {Piyush Rai and
                  Changwei Hu and
                  Ricardo Henao and
                  Lawrence Carin},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {3222--3230},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/7ffd85d93a3e4de5c490d304ccd9f864-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/RaiHHC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuRCHC15,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Changyou Chen and
                  Matthew Harding and
                  Lawrence Carin},
  editor       = {Annalisa Appice and
                  Pedro Pereira Rodrigues and
                  V{\'{\i}}tor Santos Costa and
                  Jo{\~{a}}o Gama and
                  Al{\'{\i}}pio Jorge and
                  Carlos Soares},
  title        = {Scalable Bayesian Non-negative Tensor Factorization for Massive Count
                  Data},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9285},
  pages        = {53--70},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23525-7\_4},
  doi          = {10.1007/978-3-319-23525-7\_4},
  timestamp    = {Mon, 30 Nov 2020 08:47:26 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/HuRCHC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuRC15,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Lawrence Carin},
  editor       = {Marina Meila and
                  Tom Heskes},
  title        = {Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors},
  booktitle    = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
  pages        = {375--384},
  publisher    = {{AUAI} Press},
  year         = {2015},
  url          = {http://auai.org/uai2015/proceedings/papers/319.pdf},
  timestamp    = {Thu, 12 Mar 2020 11:31:09 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/HuRC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/PuYC15,
  author       = {Yunchen Pu and
                  Xin Yuan and
                  Lawrence Carin},
  editor       = {Yoshua Bengio and
                  Yann LeCun},
  title        = {A Generative Model for Deep Convolutional Learning},
  booktitle    = {3rd International Conference on Learning Representations, {ICLR} 2015,
                  San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.04054},
  timestamp    = {Wed, 17 Jul 2019 10:40:54 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PuYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanTZLBC15,
  author       = {Xin Yuan and
                  Tsung{-}Han Tsai and
                  Ruoyu Zhu and
                  Patrick Llull and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Compressive Hyperspectral Imaging with Side Information},
  journal      = {CoRR},
  volume       = {abs/1502.06260},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.06260},
  eprinttype    = {arXiv},
  eprint       = {1502.06260},
  timestamp    = {Wed, 12 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YuanTZLBC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuALCH15,
  author       = {Miao Liu and
                  Christopher Amato and
                  Xuejun Liao and
                  Lawrence Carin and
                  Jonathan P. How},
  title        = {Stick-Breaking Policy Learning in Dec-POMDPs},
  journal      = {CoRR},
  volume       = {abs/1505.00274},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.00274},
  eprinttype    = {arXiv},
  eprint       = {1505.00274},
  timestamp    = {Fri, 02 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiuALCH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanLDC15,
  author       = {Shaobo Han and
                  Xuejun Liao and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Variational Gaussian Copula Inference},
  journal      = {CoRR},
  volume       = {abs/1506.05860},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.05860},
  eprinttype    = {arXiv},
  eprint       = {1506.05860},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HanLDC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuRC15,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Lawrence Carin},
  title        = {Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors},
  journal      = {CoRR},
  volume       = {abs/1508.04210},
  year         = {2015},
  url          = {http://arxiv.org/abs/1508.04210},
  eprinttype    = {arXiv},
  eprint       = {1508.04210},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HuRC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuRCHC15,
  author       = {Changwei Hu and
                  Piyush Rai and
                  Changyou Chen and
                  Matthew Harding and
                  Lawrence Carin},
  title        = {Scalable Bayesian Non-Negative Tensor Factorization for Massive Count
                  Data},
  journal      = {CoRR},
  volume       = {abs/1508.04211},
  year         = {2015},
  url          = {http://arxiv.org/abs/1508.04211},
  eprinttype    = {arXiv},
  eprint       = {1508.04211},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HuRCHC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanLHCC15,
  author       = {Zhe Gan and
                  Chunyuan Li and
                  Ricardo Henao and
                  David E. Carlson and
                  Lawrence Carin},
  title        = {Deep Temporal Sigmoid Belief Networks for Sequence Modeling},
  journal      = {CoRR},
  volume       = {abs/1509.07087},
  year         = {2015},
  url          = {http://arxiv.org/abs/1509.07087},
  eprinttype    = {arXiv},
  eprint       = {1509.07087},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GanLHCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuYSLC15,
  author       = {Yunchen Pu and
                  Xin Yuan and
                  Andrew Stevens and
                  Chunyuan Li and
                  Lawrence Carin},
  title        = {A Deep Generative Deconvolutional Image Model},
  journal      = {CoRR},
  volume       = {abs/1512.07344},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.07344},
  eprinttype    = {arXiv},
  eprint       = {1512.07344},
  timestamp    = {Wed, 30 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/PuYSLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenCGLC15,
  author       = {Changyou Chen and
                  David E. Carlson and
                  Zhe Gan and
                  Chunyuan Li and
                  Lawrence Carin},
  title        = {Bridging the Gap between Stochastic Gradient {MCMC} and Stochastic
                  Optimization},
  journal      = {CoRR},
  volume       = {abs/1512.07962},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.07962},
  eprinttype    = {arXiv},
  eprint       = {1512.07962},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChenCGLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RayZLC14,
  author       = {Priyadip Ray and
                  Lingling Zheng and
                  Joseph E. Lucas and
                  Lawrence Carin},
  title        = {Bayesian joint analysis of heterogeneous genomics data},
  journal      = {Bioinform.},
  volume       = {30},
  number       = {10},
  pages        = {1370--1376},
  year         = {2014},
  url          = {https://doi.org/10.1093/bioinformatics/btu064},
  doi          = {10.1093/BIOINFORMATICS/BTU064},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/RayZLC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/LiaoLC14,
  author       = {Xuejun Liao and
                  Hui Li and
                  Lawrence Carin},
  title        = {Generalized Alternating Projection for Weighted-{\unicode{54465}}\({}_{\mbox{2,
                  1}}\) Minimization with Applications to Model-Based Compressive Sensing},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {7},
  number       = {2},
  pages        = {797--823},
  year         = {2014},
  url          = {https://doi.org/10.1137/130936658},
  doi          = {10.1137/130936658},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamis/LiaoLC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ArceBCAK14,
  author       = {Gonzalo R. Arce and
                  David J. Brady and
                  Lawrence Carin and
                  Henry Arguello and
                  David S. Kittle},
  title        = {Compressive Coded Aperture Spectral Imaging: An Introduction},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {31},
  number       = {1},
  pages        = {105--115},
  year         = {2014},
  url          = {https://doi.org/10.1109/MSP.2013.2278763},
  doi          = {10.1109/MSP.2013.2278763},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spm/ArceBCAK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/CarlsonVWLZSKWDC14,
  author       = {David E. Carlson and
                  Joshua T. Vogelstein and
                  Qisong Wu and
                  Wenzhao Lian and
                  Mingyuan Zhou and
                  Colin R. Stoetzner and
                  Daryl Kipke and
                  Douglas Weber and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Multichannel Electrophysiological Spike Sorting via Joint Dictionary
                  Learning and Mixture Modeling},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {61},
  number       = {1},
  pages        = {41--54},
  year         = {2014},
  url          = {https://doi.org/10.1109/TBME.2013.2275751},
  doi          = {10.1109/TBME.2013.2275751},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbe/CarlsonVWLZSKWDC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YangYLLBSC14,
  author       = {Jianbo Yang and
                  Xin Yuan and
                  Xuejun Liao and
                  Patrick Llull and
                  David J. Brady and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Video Compressive Sensing Using Gaussian Mixture Models},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {23},
  number       = {11},
  pages        = {4863--4878},
  year         = {2014},
  url          = {https://doi.org/10.1109/TIP.2014.2344294},
  doi          = {10.1109/TIP.2014.2344294},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/YangYLLBSC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangCRCC14,
  author       = {Liming Wang and
                  David Edwin Carlson and
                  Miguel R. D. Rodrigues and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {A Bregman Matrix and the Gradient of Mutual Information for Vector
                  Poisson and Gaussian Channels},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {60},
  number       = {5},
  pages        = {2611--2629},
  year         = {2014},
  url          = {https://doi.org/10.1109/TIT.2014.2307068},
  doi          = {10.1109/TIT.2014.2307068},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/WangCRCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RennaCCR14,
  author       = {Francesco Renna and
                  A. Robert Calderbank and
                  Lawrence Carin and
                  Miguel R. D. Rodrigues},
  title        = {Reconstruction of Signals Drawn From a Gaussian Mixture Via Noisy
                  Compressive Measurements},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {62},
  number       = {9},
  pages        = {2265--2277},
  year         = {2014},
  url          = {https://doi.org/10.1109/TSP.2014.2309560},
  doi          = {10.1109/TSP.2014.2309560},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/RennaCCR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YuanRHC14,
  author       = {Xin Yuan and
                  Vinayak A. Rao and
                  Shaobo Han and
                  Lawrence Carin},
  title        = {Hierarchical Infinite Divisibility for Multiscale Shrinkage},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {62},
  number       = {17},
  pages        = {4363--4374},
  year         = {2014},
  url          = {https://doi.org/10.1109/TSP.2014.2334557},
  doi          = {10.1109/TSP.2014.2334557},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/YuanRHC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuRCWC14,
  author       = {Changwei Hu and
                  Eunsu Ryu and
                  David E. Carlson and
                  Yingjian Wang and
                  Lawrence Carin},
  title        = {Latent Gaussian Models for Topic Modeling},
  booktitle    = {Proceedings of the Seventeenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
                  22-25, 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {33},
  pages        = {393--401},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v33/hu14.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HuRCWC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangC14,
  author       = {Haichao Zhang and
                  Lawrence Carin},
  title        = {Multi-shot Imaging: Joint Alignment, Deblurring, and Resolution-Enhancement},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {2925--2932},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.374},
  doi          = {10.1109/CVPR.2014.374},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YuanLLYBSC14,
  author       = {Xin Yuan and
                  Patrick Llull and
                  Xuejun Liao and
                  Jianbo Yang and
                  David J. Brady and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Low-Cost Compressive Sensing for Color Video and Depth},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {3318--3325},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.424},
  doi          = {10.1109/CVPR.2014.424},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/YuanLLYBSC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LianREC14,
  author       = {Wenzhao Lian and
                  Vinayak A. Rao and
                  Brian Eriksson and
                  Lawrence Carin},
  title        = {Modeling Correlated Arrival Events with Latent Semi-Markov Processes},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {396--404},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/lian14.html},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LianREC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangRRCC14,
  author       = {Liming Wang and
                  Abolfazl Razi and
                  Miguel R. D. Rodrigues and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {Nonlinear Information-Theoretic Compressive Measurement Design},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {1161--1169},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/wangh14.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/WangRRCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaiWGCDC14,
  author       = {Piyush Rai and
                  Yingjian Wang and
                  Shengbo Guo and
                  Gary Chen and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {1800--1808},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/rai14.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RaiWGCDC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenaoYC14,
  author       = {Ricardo Henao and
                  Xin Yuan and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Bayesian Nonlinear Support Vector Machines and Discriminative Factor
                  Modeling},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {1754--1762},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/b7892fb3c2f009c65f686f6355c895b5-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/HenaoYC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarlsonBDC14,
  author       = {David E. Carlson and
                  Jana Schaich Borg and
                  Kafui Dzirasa and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {On the relations of LFPs {\&} Neural Spike Trains},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {2060--2068},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/b59c67bf196a4758191e42f76670ceba-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CarlsonBDC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/UlrichCLBDC14,
  author       = {Kyle R. Ulrich and
                  David E. Carlson and
                  Wenzhao Lian and
                  Jana Schaich Borg and
                  Kafui Dzirasa and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Analysis of Brain States from Multi-Region {LFP} Time-Series},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {2483--2491},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/fd5c905bcd8c3348ad1b35d7231ee2b1-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/UlrichCLBDC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanDSC14,
  author       = {Shaobo Han and
                  Lin Du and
                  Esther Salazar and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Dynamic Rank Factor Model for Text Streams},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {2663--2671},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/cd0dce8fca267bf1fb86cf43e18d5598-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HanDSC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLCC14,
  author       = {Jianbo Yang and
                  Xuejun Liao and
                  Minhua Chen and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Compressive Sensing of Signals from a {GMM} with Sparse Precision
                  Matrices},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {3194--3202},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/0771fc6f0f4b1d7d1bb73bbbe14e0e31-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangLCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanLLYSBC14,
  author       = {Xin Yuan and
                  Patrick Llull and
                  Xuejun Liao and
                  Jianbo Yang and
                  Guillermo Sapiro and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Low-Cost Compressive Sensing for Color Video and Depth},
  journal      = {CoRR},
  volume       = {abs/1402.6932},
  year         = {2014},
  url          = {http://arxiv.org/abs/1402.6932},
  eprinttype    = {arXiv},
  eprint       = {1402.6932},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YuanLLYSBC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanLBC14,
  author       = {Xin Yuan and
                  Patrick Llull and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Tree-Structure Bayesian Compressive Sensing for Video},
  journal      = {CoRR},
  volume       = {abs/1410.3080},
  year         = {2014},
  url          = {http://arxiv.org/abs/1410.3080},
  eprinttype    = {arXiv},
  eprint       = {1410.3080},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YuanLBC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RennaWYYRCCR14,
  author       = {Francesco Renna and
                  Liming Wang and
                  Xin Yuan and
                  Jianbo Yang and
                  Galen Reeves and
                  A. Robert Calderbank and
                  Lawrence Carin and
                  Miguel R. D. Rodrigues},
  title        = {Classification and Reconstruction of High-Dimensional Signals from
                  Low-Dimensional Noisy Features in the Presence of Side Information},
  journal      = {CoRR},
  volume       = {abs/1412.0614},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.0614},
  eprinttype    = {arXiv},
  eprint       = {1412.0614},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RennaWYYRCCR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuYC14,
  author       = {Yunchen Pu and
                  Xin Yuan and
                  Lawrence Carin},
  title        = {Bayesian Deep Deconvolutional Learning},
  journal      = {CoRR},
  volume       = {abs/1412.6039},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.6039},
  eprinttype    = {arXiv},
  eprint       = {1412.6039},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PuYC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/SalazarDC13,
  author       = {Esther Salazar and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Analysis of space-time relational data with application to legislative
                  voting},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {68},
  pages        = {141--154},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.csda.2013.06.018},
  doi          = {10.1016/J.CSDA.2013.06.018},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/SalazarDC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenPSBDC13,
  author       = {Bo Chen and
                  Gungor Polatkan and
                  Guillermo Sapiro and
                  David M. Blei and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Deep Learning with Hierarchical Convolutional Factor Analysis},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {35},
  number       = {8},
  pages        = {1887--1901},
  year         = {2013},
  url          = {https://doi.org/10.1109/TPAMI.2013.19},
  doi          = {10.1109/TPAMI.2013.19},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/ChenPSBDC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/RajwadeKTBC13,
  author       = {Ajit Rajwade and
                  David S. Kittle and
                  Tsung{-}Han Tsai and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Coded Hyperspectral Imaging and Blind Compressive Sensing},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {6},
  number       = {2},
  pages        = {782--812},
  year         = {2013},
  url          = {https://doi.org/10.1137/120875302},
  doi          = {10.1137/120875302},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamis/RajwadeKTBC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Duarte-CarvajalinoYCS13,
  author       = {Julio Martin Duarte{-}Carvajalino and
                  Guoshen Yu and
                  Lawrence Carin and
                  Guillermo Sapiro},
  title        = {Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture
                  Models},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {61},
  number       = {3},
  pages        = {585--600},
  year         = {2013},
  url          = {https://doi.org/10.1109/TSP.2012.2225054},
  doi          = {10.1109/TSP.2012.2225054},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/Duarte-CarvajalinoYCS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HenaoMGCL13,
  author       = {Ricardo Henao and
                  Jared Murray and
                  Geoffrey S. Ginsburg and
                  Lawrence Carin and
                  Joseph E. Lucas},
  title        = {Patient Clustering with Uncoded Text in Electronic Medical Records},
  booktitle    = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 16-20, 2013},
  publisher    = {{AMIA}},
  year         = {2013},
  url          = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-05-1.583941/f-005-1.583942/a-200-1.584182/a-202-1.584177},
  timestamp    = {Wed, 04 Aug 2021 11:13:06 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/HenaoMGCL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VatsSLCB13,
  author       = {Divyanshu Vats and
                  Christoph Studer and
                  Andrew S. Lan and
                  Lawrence Carin and
                  Richard G. Baraniuk},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Test-size Reduction for Concept Estimation},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {292--295},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_50.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/VatsSLCB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/RennaCCR13,
  author       = {Francesco Renna and
                  A. Robert Calderbank and
                  Lawrence Carin and
                  Miguel R. D. Rodrigues},
  title        = {Reconstruction of Gaussian mixture models from compressive measurements:
                  {A} phase transition view},
  booktitle    = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
                  2013, Austin, TX, USA, December 3-5, 2013},
  pages        = {628},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/GlobalSIP.2013.6736965},
  doi          = {10.1109/GLOBALSIP.2013.6736965},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globalsip/RennaCCR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RennaRCCC13,
  author       = {Francesco Renna and
                  Miguel R. D. Rodrigues and
                  Minhua Chen and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {Compressive sensing for incoherent imaging systems with optical constraints},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
  pages        = {5484--5488},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICASSP.2013.6638712},
  doi          = {10.1109/ICASSP.2013.6638712},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/RennaRCCC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/YuanYLLSBC13,
  author       = {Xin Yuan and
                  Jianbo Yang and
                  Patrick Llull and
                  Xuejun Liao and
                  Guillermo Sapiro and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Adaptive temporal compressive sensing for video},
  booktitle    = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
                  Melbourne, Australia, September 15-18, 2013},
  pages        = {14--18},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICIP.2013.6738004},
  doi          = {10.1109/ICIP.2013.6738004},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/YuanYLLSBC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/YangYLLSBC13,
  author       = {Jianbo Yang and
                  Xin Yuan and
                  Xuejun Liao and
                  Patrick Llull and
                  Guillermo Sapiro and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Gaussian mixture model for video compressive sensing},
  booktitle    = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
                  Melbourne, Australia, September 15-18, 2013},
  pages        = {19--23},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICIP.2013.6738005},
  doi          = {10.1109/ICIP.2013.6738005},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/YangYLLSBC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalazarBGHC13,
  author       = {Esther Salazar and
                  Ryan Bogdan and
                  Adam Gorka and
                  Ahmad Hariri and
                  Lawrence Carin},
  title        = {Exploring the Mind: Integrating Questionnaires and fMRI},
  booktitle    = {Proceedings of the 30th International Conference on Machine Learning,
                  {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {28},
  pages        = {262--270},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v28/salazar13.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SalazarBGHC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuLC13,
  author       = {Miao Liu and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {Francesca Rossi},
  title        = {Online Expectation Maximization for Reinforcement Learning in POMDPs},
  booktitle    = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
                  on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages        = {1501--1507},
  publisher    = {{IJCAI/AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6856},
  timestamp    = {Tue, 23 Jan 2024 13:25:46 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/LiuLC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LuTSCCR13,
  author       = {Yanbin Lu and
                  Kristen Trett and
                  William Shain and
                  Lawrence Carin and
                  Ronald R. Coifman and
                  Badrinath Roysam},
  title        = {Quantitative profiling of microglia populations using harmonic co-clustering
                  of arbor morphology measurements},
  booktitle    = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
                  to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
  pages        = {1360--1363},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ISBI.2013.6556785},
  doi          = {10.1109/ISBI.2013.6556785},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/LuTSCCR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WangRC13,
  author       = {Liming Wang and
                  Miguel R. D. Rodrigues and
                  Lawrence Carin},
  title        = {Generalized Bregman divergence and gradient of mutual information
                  for vector Poisson channels},
  booktitle    = {Proceedings of the 2013 {IEEE} International Symposium on Information
                  Theory, Istanbul, Turkey, July 7-12, 2013},
  pages        = {454--458},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ISIT.2013.6620267},
  doi          = {10.1109/ISIT.2013.6620267},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/WangRC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CampbellLKHC13,
  author       = {Trevor Campbell and
                  Miao Liu and
                  Brian Kulis and
                  Jonathan P. How and
                  Lawrence Carin},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process
                  Mixture},
  booktitle    = {Advances in Neural Information Processing Systems 26: 27th Annual
                  Conference on Neural Information Processing Systems 2013. Proceedings
                  of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages        = {449--457},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/53c3bce66e43be4f209556518c2fcb54-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/CampbellLKHC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCRWCC13,
  author       = {Liming Wang and
                  David E. Carlson and
                  Miguel R. D. Rodrigues and
                  David Wilcox and
                  A. Robert Calderbank and
                  Lawrence Carin},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Designed Measurements for Vector Count Data},
  booktitle    = {Advances in Neural Information Processing Systems 26: 27th Annual
                  Conference on Neural Information Processing Systems 2013. Proceedings
                  of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages        = {1142--1150},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/b2f627fff19fda463cb386442eac2b3d-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WangCRWCC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanLC13,
  author       = {Shaobo Han and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Integrated Non-Factorized Variational Inference},
  booktitle    = {Advances in Neural Information Processing Systems 26: 27th Annual
                  Conference on Neural Information Processing Systems 2013. Proceedings
                  of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages        = {2481--2489},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/1896a3bf730516dd643ba67b4c447d36-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HanLC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarlsonRVC13,
  author       = {David E. Carlson and
                  Vinayak A. Rao and
                  Joshua T. Vogelstein and
                  Lawrence Carin},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Real-Time Inference for a Gamma Process Model of Neural Spiking},
  booktitle    = {Advances in Neural Information Processing Systems 26: 27th Annual
                  Conference on Neural Information Processing Systems 2013. Proceedings
                  of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages        = {2805--2813},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/944bdd9636749a0801c39b6e449dbedc-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CarlsonRVC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6648,
  author       = {Liming Wang and
                  Miguel R. D. Rodrigues and
                  Lawrence Carin},
  title        = {Generalized Bregman Divergence and Gradient of Mutual Information
                  for Vector Poisson Channels},
  journal      = {CoRR},
  volume       = {abs/1301.6648},
  year         = {2013},
  url          = {http://arxiv.org/abs/1301.6648},
  eprinttype    = {arXiv},
  eprint       = {1301.6648},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1301-6648.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-2575,
  author       = {Patrick Llull and
                  Xuejun Liao and
                  Xin Yuan and
                  Jianbo Yang and
                  David S. Kittle and
                  Lawrence Carin and
                  Guillermo Sapiro and
                  David J. Brady},
  title        = {Coded aperture compressive temporal imaging},
  journal      = {CoRR},
  volume       = {abs/1302.2575},
  year         = {2013},
  url          = {http://arxiv.org/abs/1302.2575},
  eprinttype    = {arXiv},
  eprint       = {1302.2575},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1302-2575.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-3446,
  author       = {Xin Yuan and
                  Jianbo Yang and
                  Patrick Llull and
                  Xuejun Liao and
                  Guillermo Sapiro and
                  David J. Brady and
                  Lawrence Carin},
  title        = {Adaptive Temporal Compressive Sensing for Video},
  journal      = {CoRR},
  volume       = {abs/1302.3446},
  year         = {2013},
  url          = {http://arxiv.org/abs/1302.3446},
  eprinttype    = {arXiv},
  eprint       = {1302.3446},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1302-3446.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RennaCCR13,
  author       = {Francesco Renna and
                  A. Robert Calderbank and
                  Lawrence Carin and
                  Miguel R. D. Rodrigues},
  title        = {Reconstruction of Signals Drawn from a Gaussian Mixture from Noisy
                  Compressive Measurements: {MMSE} Phase Transitions and Beyond},
  journal      = {CoRR},
  volume       = {abs/1307.0861},
  year         = {2013},
  url          = {http://arxiv.org/abs/1307.0861},
  eprinttype    = {arXiv},
  eprint       = {1307.0861},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RennaCCR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/XingZCSC12,
  author       = {Zhengming Xing and
                  Mingyuan Zhou and
                  Alexey Castrodad and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Dictionary Learning for Noisy and Incomplete Hyperspectral Images},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {5},
  number       = {1},
  pages        = {33--56},
  year         = {2012},
  url          = {https://doi.org/10.1137/110837486},
  doi          = {10.1137/110837486},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamis/XingZCSC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/CarsonCRCC12,
  author       = {William R. Carson and
                  Minhua Chen and
                  Miguel R. D. Rodrigues and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {Communications-Inspired Projection Design with Application to Compressive
                  Sensing},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {5},
  number       = {4},
  pages        = {1185--1212},
  year         = {2012},
  url          = {https://doi.org/10.1137/120878380},
  doi          = {10.1137/120878380},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamis/CarsonCRCC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CarinHLDCHTZWG12,
  author       = {Lawrence Carin and
                  Alfred O. Hero III and
                  Joseph E. Lucas and
                  David B. Dunson and
                  Minhua Chen and
                  Ricardo Henao and
                  Arnau Tibau Puig and
                  Aimee K. Zaas and
                  Christopher W. Woods and
                  Geoffrey S. Ginsburg},
  title        = {High Dimensional Longitudinal Genomic Data: An analysis used for monitoring
                  viral infections},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {29},
  number       = {1},
  pages        = {108--123},
  year         = {2012},
  url          = {https://doi.org/10.1109/MSP.2011.943009},
  doi          = {10.1109/MSP.2011.943009},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spm/CarinHLDCHTZWG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhouCPRLXDSC12,
  author       = {Mingyuan Zhou and
                  Haojun Chen and
                  John W. Paisley and
                  Lu Ren and
                  Lingbo Li and
                  Zhengming Xing and
                  David B. Dunson and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and
                  Incomplete Images},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {21},
  number       = {1},
  pages        = {130--144},
  year         = {2012},
  url          = {https://doi.org/10.1109/TIP.2011.2160072},
  doi          = {10.1109/TIP.2011.2160072},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/ZhouCPRLXDSC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CarsonRCCC12,
  author       = {William R. Carson and
                  Miguel R. D. Rodrigues and
                  Minhua Chen and
                  Lawrence Carin and
                  A. Robert Calderbank},
  title        = {How to focus the discriminative power of a dictionary},
  booktitle    = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
  pages        = {1365--1368},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICASSP.2012.6288144},
  doi          = {10.1109/ICASSP.2012.6288144},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/CarsonRCCC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiSZC12,
  author       = {Lingbo Li and
                  Jorge G. Silva and
                  Mingyuan Zhou and
                  Lawrence Carin},
  title        = {Online Bayesian dictionary learning for large datasets},
  booktitle    = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
  pages        = {2157--2160},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICASSP.2012.6288339},
  doi          = {10.1109/ICASSP.2012.6288339},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiSZC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Duarte-CarvajalinoYCS12,
  author       = {Julio Martin Duarte{-}Carvajalino and
                  Guoshen Yu and
                  Lawrence Carin and
                  Guillermo Sapiro},
  title        = {Adapted statistical compressive sensing: Learning to sense gaussian
                  mixture models},
  booktitle    = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
  pages        = {3653--3656},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICASSP.2012.6288708},
  doi          = {10.1109/ICASSP.2012.6288708},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/Duarte-CarvajalinoYCS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccabs/HenaoTMGCL12,
  author       = {Ricardo Henao and
                  J. Will Thompson and
                  M. Arthur Moseley and
                  Geoffrey S. Ginsburg and
                  Lawrence Carin and
                  Joseph E. Lucas},
  editor       = {Sorin Istrail and
                  Ion I. Mandoiu and
                  Mihai Pop and
                  Sanguthevar Rajasekaran and
                  John L. Spouge},
  title        = {Hierarchical factor modeling of proteomics data},
  booktitle    = {{IEEE} 2nd International Conference on Computational Advances in Bio
                  and Medical Sciences, {ICCABS} 2012, Las Vegas, NV, USA, February
                  23-25, 2012},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICCABS.2012.6182638},
  doi          = {10.1109/ICCABS.2012.6182638},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccabs/HenaoTMGCL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenCRCC12,
  author       = {Minhua Chen and
                  William R. Carson and
                  Miguel R. D. Rodrigues and
                  Lawrence Carin and
                  A. Robert Calderbank},
  title        = {Communications Inspired Linear Discriminant Analysis},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/482.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenCRCC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanLC12,
  author       = {Shaobo Han and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Cross-Domain Multitask Learning with Latent Probit Models},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/727.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HanLC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalazarC12,
  author       = {Esther Salazar and
                  Lawrence Carin},
  title        = {Inferring Latent Structure From Mixed Real and Categorical Relational
                  Data},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/554.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SalazarC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangC12,
  author       = {Yingjian Wang and
                  Lawrence Carin},
  title        = {Levy Measure Decompositions for the Beta and Gamma Processes},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/69.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/WangC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLDC12,
  author       = {Mingyuan Zhou and
                  Lingbo Li and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Lognormal and Gamma Mixed Negative Binomial Regression},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/665.pdf},
  timestamp    = {Fri, 05 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhouLDC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenZC12,
  author       = {Xu Chen and
                  Mingyuan Zhou and
                  Lawrence Carin},
  editor       = {Qiang Yang and
                  Deepak Agarwal and
                  Jian Pei},
  title        = {The contextual focused topic model},
  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
  pages        = {96--104},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2339530.2339549},
  doi          = {10.1145/2339530.2339549},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ChenZC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SilvaC12,
  author       = {Jorge G. Silva and
                  Lawrence Carin},
  editor       = {Qiang Yang and
                  Deepak Agarwal and
                  Jian Pei},
  title        = {Active learning for online bayesian matrix factorization},
  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
  pages        = {325--333},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2339530.2339584},
  doi          = {10.1145/2339530.2339584},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/SilvaC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangC12,
  author       = {XianXing Zhang and
                  Lawrence Carin},
  editor       = {Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Kilian Q. Weinberger},
  title        = {Joint Modeling of a Matrix with Associated Text via Latent Binary
                  Features},
  booktitle    = {Advances in Neural Information Processing Systems 25: 26th Annual
                  Conference on Neural Information Processing Systems 2012. Proceedings
                  of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
  pages        = {1565--1573},
  year         = {2012},
  url          = {https://proceedings.neurips.cc/paper/2012/hash/6c29793a140a811d0c45ce03c1c93a28-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouC12,
  author       = {Mingyuan Zhou and
                  Lawrence Carin},
  editor       = {Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Kilian Q. Weinberger},
  title        = {Augment-and-Conquer Negative Binomial Processes},
  booktitle    = {Advances in Neural Information Processing Systems 25: 26th Annual
                  Conference on Neural Information Processing Systems 2012. Proceedings
                  of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
  pages        = {2555--2563},
  year         = {2012},
  url          = {https://proceedings.neurips.cc/paper/2012/hash/6a61d423d02a1c56250dc23ae7ff12f3-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhouC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/SilvaC12,
  author       = {Jorge G. Silva and
                  Lawrence Carin},
  title        = {Active learning for large-scale factor analysis},
  booktitle    = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
                  MI, USA, August 5-8, 2012},
  pages        = {161--164},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/SSP.2012.6319648},
  doi          = {10.1109/SSP.2012.6319648},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssp/SilvaC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiZZC12,
  author       = {Lingbo Li and
                  XianXing Zhang and
                  Mingyuan Zhou and
                  Lawrence Carin},
  editor       = {Nando de Freitas and
                  Kevin P. Murphy},
  title        = {Nested Dictionary Learning for Hierarchical Organization of Imagery
                  and Text},
  booktitle    = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
                  Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
  pages        = {469--478},
  publisher    = {{AUAI} Press},
  year         = {2012},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2308\&\#38;proceeding\_id=28},
  timestamp    = {Mon, 23 Nov 2020 08:36:48 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/LiZZC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhouHDC12,
  author       = {Mingyuan Zhou and
                  Lauren Hannah and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Neil D. Lawrence and
                  Mark A. Girolami},
  title        = {Beta-Negative Binomial Process and Poisson Factor Analysis},
  booktitle    = {Proceedings of the Fifteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
                  Spain, April 21-23, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {22},
  pages        = {1462--1471},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v22/zhou12c.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhouHDC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-5404,
  author       = {Julio Martin Duarte{-}Carvajalino and
                  Guoshen Yu and
                  Lawrence Carin and
                  Guillermo Sapiro},
  title        = {Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture
                  Models},
  journal      = {CoRR},
  volume       = {abs/1201.5404},
  year         = {2012},
  url          = {http://arxiv.org/abs/1201.5404},
  eprinttype    = {arXiv},
  eprint       = {1201.5404},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1201-5404.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1973,
  author       = {William R. Carson and
                  Minhua Chen and
                  Miguel R. D. Rodrigues and
                  A. Robert Calderbank and
                  Lawrence Carin},
  title        = {Communications-Inspired Projection Design with Application to Compressive
                  Sensing},
  journal      = {CoRR},
  volume       = {abs/1206.1973},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.1973},
  eprinttype    = {arXiv},
  eprint       = {1206.1973},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-1973.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4615,
  author       = {Yingjian Wang and
                  Lawrence Carin},
  title        = {Levy Measure Decompositions for the Beta and Gamma Processes},
  journal      = {CoRR},
  volume       = {abs/1206.4615},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.4615},
  eprinttype    = {arXiv},
  eprint       = {1206.4615},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-4615.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouLDC12,
  author       = {Mingyuan Zhou and
                  Lingbo Li and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Lognormal and Gamma Mixed Negative Binomial Regression},
  journal      = {CoRR},
  volume       = {abs/1206.6456},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.6456},
  eprinttype    = {arXiv},
  eprint       = {1206.6456},
  timestamp    = {Fri, 05 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhouLDC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-5019,
  author       = {Gungor Polatkan and
                  Mingyuan Zhou and
                  Lawrence Carin and
                  David M. Blei and
                  Ingrid Daubechies},
  title        = {A Bayesian Nonparametric Approach to Image Super-resolution},
  journal      = {CoRR},
  volume       = {abs/1209.5019},
  year         = {2012},
  url          = {http://arxiv.org/abs/1209.5019},
  eprinttype    = {arXiv},
  eprint       = {1209.5019},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1209-5019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4872,
  author       = {Lingbo Li and
                  XianXing Zhang and
                  Mingyuan Zhou and
                  Lawrence Carin},
  title        = {Nested Dictionary Learning for Hierarchical Organization of Imagery
                  and Text},
  journal      = {CoRR},
  volume       = {abs/1210.4872},
  year         = {2012},
  url          = {http://arxiv.org/abs/1210.4872},
  eprinttype    = {arXiv},
  eprint       = {1210.4872},
  timestamp    = {Fri, 05 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1210-4872.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RenDCD11,
  author       = {Lu Ren and
                  Lan Du and
                  Lawrence Carin and
                  David B. Dunson},
  title        = {Logistic Stick-Breaking Process},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {203--239},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953055},
  doi          = {10.5555/1953048.1953055},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RenDCD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CarinBCDJSW11,
  author       = {Lawrence Carin and
                  Richard G. Baraniuk and
                  Volkan Cevher and
                  David B. Dunson and
                  Michael I. Jordan and
                  Guillermo Sapiro and
                  Michael B. Wakin},
  title        = {Learning Low-Dimensional Signal Models},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {28},
  number       = {2},
  pages        = {39--51},
  year         = {2011},
  url          = {https://doi.org/10.1109/MSP.2010.939733},
  doi          = {10.1109/MSP.2010.939733},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spm/CarinBCDJSW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ChenCZWGHLC11,
  author       = {Minhua Chen and
                  David E. Carlson and
                  Aimee K. Zaas and
                  Christopher W. Woods and
                  Geoffrey S. Ginsburg and
                  Alfred O. Hero III and
                  Joseph E. Lucas and
                  Lawrence Carin},
  title        = {Detection of Viruses Via Statistical Gene Expression Analysis},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {58},
  number       = {3},
  pages        = {468--479},
  year         = {2011},
  url          = {https://doi.org/10.1109/TBME.2010.2059702},
  doi          = {10.1109/TBME.2010.2059702},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbe/ChenCZWGHLC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/CastrodadXGBCS11,
  author       = {Alexey Castrodad and
                  Zhengming Xing and
                  John B. Greer and
                  Edward Bosch and
                  Lawrence Carin and
                  Guillermo Sapiro},
  title        = {Learning Discriminative Sparse Representations for Modeling, Source
                  Separation, and Mapping of Hyperspectral Imagery},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {49},
  number       = {11},
  pages        = {4263--4281},
  year         = {2011},
  url          = {https://doi.org/10.1109/TGRS.2011.2163822},
  doi          = {10.1109/TGRS.2011.2163822},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/CastrodadXGBCS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DingHC11,
  author       = {Xinghao Ding and
                  Lihan He and
                  Lawrence Carin},
  title        = {Bayesian Robust Principal Component Analysis},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {20},
  number       = {12},
  pages        = {3419--3430},
  year         = {2011},
  url          = {https://doi.org/10.1109/TIP.2011.2156801},
  doi          = {10.1109/TIP.2011.2156801},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/DingHC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenSPWDC11,
  author       = {Minhua Chen and
                  Jorge G. Silva and
                  John W. Paisley and
                  Chunping Wang and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Corrections to "Compressive Sensing on Manifolds Using a Nonparametric
                  Mixture of Factor Analyzers: Algorithm and Performance Bounds"},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {59},
  number       = {3},
  pages        = {1329},
  year         = {2011},
  url          = {https://doi.org/10.1109/TSP.2011.2107810},
  doi          = {10.1109/TSP.2011.2107810},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/ChenSPWDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/RayC11,
  author       = {Priyadip Ray and
                  Lawrence Carin},
  title        = {Non-parametric Bayesian modeling and fusion of spatio-temporal information
                  sources},
  booktitle    = {Proceedings of the 14th International Conference on Information Fusion,
                  {FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://ieeexplore.ieee.org/document/5977617/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/RayC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CramerC11,
  author       = {Christopher Cramer and
                  Lawrence Carin},
  title        = {Bayesian topic models for describing computer network behaviors},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {1888--1891},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5946875},
  doi          = {10.1109/ICASSP.2011.5946875},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/CramerC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiZWC11,
  author       = {Lingbo Li and
                  Mingyuan Zhou and
                  Eric Wang and
                  Lawrence Carin},
  title        = {Joint dictionary learning and topic modeling for image clustering},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {2168--2171},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5946757},
  doi          = {10.1109/ICASSP.2011.5946757},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiZWC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangSWC11,
  author       = {Eric Wang and
                  Jorge G. Silva and
                  Rebecca Willett and
                  Lawrence Carin},
  title        = {Time-evolving modeling of social networks},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {2184--2187},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5946761},
  doi          = {10.1109/ICASSP.2011.5946761},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/WangSWC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiLC11,
  author       = {Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Nonparametric Bayesian feature selection for multi-task learning},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {2236--2239},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5946926},
  doi          = {10.1109/ICASSP.2011.5946926},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiLC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhouYSDC11,
  author       = {Mingyuan Zhou and
                  Hongxia Yang and
                  Guillermo Sapiro and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Covariate-dependent dictionary learning and sparse coding},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {5824--5827},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5947685},
  doi          = {10.1109/ICASSP.2011.5947685},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ZhouYSDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenPSDC11,
  author       = {Bo Chen and
                  Gungor Polatkan and
                  Guillermo Sapiro and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {The Hierarchical Beta Process for Convolutional Factor Analysis and
                  Deep Learning},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {361--368},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/251\_icmlpaper.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenPSDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenDC11,
  author       = {Haojun Chen and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {Topic Modeling with Nonparametric Markov Tree},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {377--384},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/262\_icmlpaper.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZSC11,
  author       = {Lingbo Li and
                  Mingyuan Zhou and
                  Guillermo Sapiro and
                  Lawrence Carin},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {On the Integration of Topic Modeling and Dictionary Learning},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {625--632},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/375\_icmlpaper.pdf},
  timestamp    = {Fri, 05 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiZSC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLC11,
  author       = {Miao Liu and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {The Infinite Regionalized Policy Representation},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {769--776},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/427\_icmlpaper.pdf},
  timestamp    = {Fri, 02 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiuLC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangDC11,
  author       = {XianXing Zhang and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {Tree-Structured Infinite Sparse Factor Model},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {785--792},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/432\_icmlpaper.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaisleyCB11,
  author       = {John W. Paisley and
                  Lawrence Carin and
                  David M. Blei},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {Variational Inference for Stick-Breaking Beta Process Priors},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {889--896},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/475\_icmlpaper.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/PaisleyCB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenCC11,
  author       = {Bo Chen and
                  David E. Carlson and
                  Lawrence Carin},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {On the Analysis of Multi-Channel Neural Spike Data},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {936--944},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/08b255a5d42b89b0585260b6f2360bdd-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ChenCC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenWDC11,
  author       = {Lu Ren and
                  Yingjian Wang and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {The Kernel Beta Process},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {963--971},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/04ecb1fa28506ccb6f72b12c0245ddbc-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/RenWDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangDC11,
  author       = {XianXing Zhang and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {Hierarchical Topic Modeling for Analysis of Time-Evolving Personal
                  Choices},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {1395--1403},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/96b9bff013acedfb1d140579e2fbeb63-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhouYSDC11,
  author       = {Mingyuan Zhou and
                  Hongxia Yang and
                  Guillermo Sapiro and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Geoffrey J. Gordon and
                  David B. Dunson and
                  Miroslav Dud{\'{\i}}k},
  title        = {Dependent Hierarchical Beta Process for Image Interpolation and Denoising},
  booktitle    = {Proceedings of the Fourteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
                  April 11-13, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {15},
  pages        = {883--891},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v15/zhou11a/zhou11a.pdf},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhouYSDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1103-2469,
  author       = {Jorge G. Silva and
                  Minhua Chen and
                  Yonina C. Eldar and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Blind Compressed Sensing Over a Structured Union of Subspaces},
  journal      = {CoRR},
  volume       = {abs/1103.2469},
  year         = {2011},
  url          = {http://arxiv.org/abs/1103.2469},
  eprinttype    = {arXiv},
  eprint       = {1103.2469},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1103-2469.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-5895,
  author       = {Julio Martin Duarte{-}Carvajalino and
                  Guillermo Sapiro and
                  Guoshen Yu and
                  Lawrence Carin},
  title        = {Online Adaptive Statistical Compressed Sensing of Gaussian Mixture
                  Models},
  journal      = {CoRR},
  volume       = {abs/1112.5895},
  year         = {2011},
  url          = {http://arxiv.org/abs/1112.5895},
  eprinttype    = {arXiv},
  eprint       = {1112.5895},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1112-5895.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ChenCPZWGHLDC10,
  author       = {Bo Chen and
                  Minhua Chen and
                  John W. Paisley and
                  Aimee K. Zaas and
                  Christopher W. Woods and
                  Geoffrey S. Ginsburg and
                  Alfred O. Hero III and
                  Joseph E. Lucas and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Bayesian Inference of the Number of Factors in Gene-Expression Analysis:
                  Application to Human Virus Challenge Studies},
  journal      = {{BMC} Bioinform.},
  volume       = {11},
  pages        = {552},
  year         = {2010},
  url          = {https://doi.org/10.1186/1471-2105-11-552},
  doi          = {10.1186/1471-2105-11-552},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/ChenCPZWGHLDC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangLCD10,
  author       = {Chunping Wang and
                  Xuejun Liao and
                  Lawrence Carin and
                  David B. Dunson},
  title        = {Classification with Incomplete Data Using Dirichlet Process Priors},
  journal      = {J. Mach. Learn. Res.},
  volume       = {11},
  pages        = {3269--3311},
  year         = {2010},
  url          = {https://dl.acm.org/doi/10.5555/1756006.1953036},
  doi          = {10.5555/1756006.1953036},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangLCD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Pruteanu-MaliniciRPWC10,
  author       = {Iulian Pruteanu{-}Malinici and
                  Lu Ren and
                  John W. Paisley and
                  Eric Wang and
                  Lawrence Carin},
  title        = {Hierarchical Bayesian Modeling of Topics in Time-Stamped Documents},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {32},
  number       = {6},
  pages        = {996--1011},
  year         = {2010},
  url          = {https://doi.org/10.1109/TPAMI.2009.125},
  doi          = {10.1109/TPAMI.2009.125},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/Pruteanu-MaliniciRPWC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/HeCC10,
  author       = {Lihan He and
                  Haojun Chen and
                  Lawrence Carin},
  title        = {Tree-Structured Compressive Sensing With Variational Bayesian Analysis},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {17},
  number       = {3},
  pages        = {233--236},
  year         = {2010},
  url          = {https://doi.org/10.1109/LSP.2009.2037532},
  doi          = {10.1109/LSP.2009.2037532},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spl/HeCC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/BleiCD10,
  author       = {David M. Blei and
                  Lawrence Carin and
                  David B. Dunson},
  title        = {Probabilistic Topic Models},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {27},
  number       = {6},
  pages        = {55--65},
  year         = {2010},
  url          = {https://doi.org/10.1109/MSP.2010.938079},
  doi          = {10.1109/MSP.2010.938079},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spm/BleiCD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CevherICB10,
  author       = {Volkan Cevher and
                  Piotr Indyk and
                  Lawrence Carin and
                  Richard G. Baraniuk},
  title        = {Sparse Signal Recovery and Acquisition with Graphical Models},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {27},
  number       = {6},
  pages        = {92--103},
  year         = {2010},
  url          = {https://doi.org/10.1109/MSP.2010.938029},
  doi          = {10.1109/MSP.2010.938029},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spm/CevherICB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PaisleyLC10,
  author       = {John W. Paisley and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Active learning and basis selection for kernel-based linear models:
                  a Bayesian perspective},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {58},
  number       = {5},
  pages        = {2686--2700},
  year         = {2010},
  url          = {https://doi.org/10.1109/TSP.2010.2042491},
  doi          = {10.1109/TSP.2010.2042491},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/PaisleyLC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DuCLC10,
  author       = {Lan Du and
                  Minhua Chen and
                  Joseph E. Lucas and
                  Lawrence Carin},
  title        = {Sticky hidden Markov modeling of comparative genomic hybridization},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {58},
  number       = {10},
  pages        = {5353--5368},
  year         = {2010},
  url          = {https://doi.org/10.1109/TSP.2010.2053033},
  doi          = {10.1109/TSP.2010.2053033},
  timestamp    = {Tue, 23 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/DuCLC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenSPWDC10,
  author       = {Minhua Chen and
                  Jorge G. Silva and
                  John W. Paisley and
                  Chunping Wang and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Compressive Sensing on Manifolds Using a Nonparametric Mixture of
                  Factor Analyzers: Algorithm and Performance Bounds},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {58},
  number       = {12},
  pages        = {6140--6155},
  year         = {2010},
  url          = {https://doi.org/10.1109/TSP.2010.2070796},
  doi          = {10.1109/TSP.2010.2070796},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/ChenSPWDC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/MaSCLL10,
  author       = {Yi Ma and
                  Fei Sha and
                  Lawrence Carin and
                  Gilad Lerman and
                  Neil D. Lawrence},
  title        = {Invited Talk Abstracts},
  booktitle    = {Manifold Learning and Its Applications, Papers from the 2010 {AAAI}
                  Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010},
  series       = {{AAAI} Technical Report},
  volume       = {{FS-10-06}},
  publisher    = {{AAAI}},
  year         = {2010},
  url          = {http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2373},
  timestamp    = {Thu, 29 May 2014 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaaifs/MaSCLL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenPC10,
  author       = {Bo Chen and
                  John W. Paisley and
                  Lawrence Carin},
  title        = {Sparse linear regression with beta process priors},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
                  Hotel, Dallas, Texas, {USA}},
  pages        = {1234--1237},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICASSP.2010.5495400},
  doi          = {10.1109/ICASSP.2010.5495400},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ChenPC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PaisleyC10,
  author       = {John W. Paisley and
                  Lawrence Carin},
  title        = {A nonparametric Bayesian model for kernel matrix completion},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
                  Hotel, Dallas, Texas, {USA}},
  pages        = {2090--2093},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICASSP.2010.5495105},
  doi          = {10.1109/ICASSP.2010.5495105},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/PaisleyC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CastrodadXGBCS10,
  author       = {Alexey Castrodad and
                  Zhengming Xing and
                  John B. Greer and
                  Edward Bosch and
                  Lawrence Carin and
                  Guillermo Sapiro},
  title        = {Discriminative sparse representations in hyperspectral imagery},
  booktitle    = {Proceedings of the International Conference on Image Processing, {ICIP}
                  2010, September 26-29, Hong Kong, China},
  pages        = {1313--1316},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICIP.2010.5651568},
  doi          = {10.1109/ICIP.2010.5651568},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/CastrodadXGBCS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/PaisleyZSC10,
  author       = {John W. Paisley and
                  Mingyuan Zhou and
                  Guillermo Sapiro and
                  Lawrence Carin},
  title        = {Nonparametric image interpolation and dictionary learning using spatially-dependent
                  Dirichlet and beta process priors},
  booktitle    = {Proceedings of the International Conference on Image Processing, {ICIP}
                  2010, September 26-29, Hong Kong, China},
  pages        = {1869--1872},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICIP.2010.5653350},
  doi          = {10.1109/ICIP.2010.5653350},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/PaisleyZSC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaisleyZWGC10,
  author       = {John W. Paisley and
                  Aimee K. Zaas and
                  Christopher W. Woods and
                  Geoffrey S. Ginsburg and
                  Lawrence Carin},
  editor       = {Johannes F{\"{u}}rnkranz and
                  Thorsten Joachims},
  title        = {A Stick-Breaking Construction of the Beta Process},
  booktitle    = {Proceedings of the 27th International Conference on Machine Learning
                  (ICML-10), June 21-24, 2010, Haifa, Israel},
  pages        = {847--854},
  publisher    = {Omnipress},
  year         = {2010},
  url          = {https://icml.cc/Conferences/2010/papers/371.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/PaisleyZWGC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLSDC10,
  author       = {Eric Wang and
                  Dehong Liu and
                  Jorge G. Silva and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Joint Analysis of Time-Evolving Binary Matrices and Associated Documents},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {2370--2378},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/41ae36ecb9b3eee609d05b90c14222fb-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangLSDC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/CarinLLG09,
  author       = {Lawrence Carin and
                  Dehong Liu and
                  Wenbin Lin and
                  Bin Guo},
  title        = {Compressive sensing for multi-static scattering analysis},
  journal      = {J. Comput. Phys.},
  volume       = {228},
  number       = {9},
  pages        = {3464--3477},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.jcp.2009.01.033},
  doi          = {10.1016/J.JCP.2009.01.033},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcphy/CarinLLG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiLC09,
  author       = {Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Multi-task Reinforcement Learning in Partially Observable Stochastic
                  Environments},
  journal      = {J. Mach. Learn. Res.},
  volume       = {10},
  pages        = {1131--1186},
  year         = {2009},
  url          = {https://dl.acm.org/doi/10.5555/1577069.1577109},
  doi          = {10.5555/1577069.1577109},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiLC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JiWC09,
  author       = {Shihao Ji and
                  Layne T. Watson and
                  Lawrence Carin},
  title        = {Semisupervised Learning of Hidden Markov Models via a Homotopy Method},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {31},
  number       = {2},
  pages        = {275--287},
  year         = {2009},
  url          = {https://doi.org/10.1109/TPAMI.2008.71},
  doi          = {10.1109/TPAMI.2008.71},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/JiWC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuLLSC09,
  author       = {Qiuhua Liu and
                  Xuejun Liao and
                  Hui Li and
                  Jason R. Stack and
                  Lawrence Carin},
  title        = {Semisupervised Multitask Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {31},
  number       = {6},
  pages        = {1074--1086},
  year         = {2009},
  url          = {https://doi.org/10.1109/TPAMI.2008.296},
  doi          = {10.1109/TPAMI.2008.296},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiuLLSC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiaoC09,
  author       = {Xuejun Liao and
                  Lawrence Carin},
  title        = {Migratory Logistic Regression for Learning Concept Drift Between Two
                  Data Sets With Application to {UXO} Sensing},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {47},
  number       = {5},
  pages        = {1454--1466},
  year         = {2009},
  url          = {https://doi.org/10.1109/TGRS.2008.2005268},
  doi          = {10.1109/TGRS.2008.2005268},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/LiaoC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/StackDLC09,
  author       = {Jason R. Stack and
                  Gerald J. Dobeck and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Kernel-Matching Pursuits With Arbitrary Loss Functions},
  journal      = {{IEEE} Trans. Neural Networks},
  volume       = {20},
  number       = {3},
  pages        = {395--405},
  year         = {2009},
  url          = {https://doi.org/10.1109/TNN.2008.2008337},
  doi          = {10.1109/TNN.2008.2008337},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/StackDLC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiDC09,
  author       = {Shihao Ji and
                  David B. Dunson and
                  Lawrence Carin},
  title        = {Multitask Compressive Sensing},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {57},
  number       = {1},
  pages        = {92--106},
  year         = {2009},
  url          = {https://doi.org/10.1109/TSP.2008.2005866},
  doi          = {10.1109/TSP.2008.2005866},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/JiDC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HeC09,
  author       = {Lihan He and
                  Lawrence Carin},
  title        = {Exploiting structure in wavelet-based Bayesian compressive sensing},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {57},
  number       = {9},
  pages        = {3488--3497},
  year         = {2009},
  url          = {https://doi.org/10.1109/TSP.2009.2022003},
  doi          = {10.1109/TSP.2009.2022003},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/HeC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PaisleyC09,
  author       = {John W. Paisley and
                  Lawrence Carin},
  title        = {Hidden Markov models with stick-breaking priors},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {57},
  number       = {10},
  pages        = {3905--3917},
  year         = {2009},
  url          = {https://doi.org/10.1109/TSP.2009.2024987},
  doi          = {10.1109/TSP.2009.2024987},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/PaisleyC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangACD09,
  author       = {Chunping Wang and
                  Qi An and
                  Lawrence Carin and
                  David B. Dunson},
  title        = {Multi-task classification with infinite local experts},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages        = {1569--1572},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICASSP.2009.4959897},
  doi          = {10.1109/ICASSP.2009.4959897},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/WangACD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PaisleyC09,
  author       = {John W. Paisley and
                  Lawrence Carin},
  title        = {Dirichlet process mixture models with multiple modalities},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages        = {1613--1616},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICASSP.2009.4959908},
  doi          = {10.1109/ICASSP.2009.4959908},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/PaisleyC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiLC09,
  author       = {Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Active learning for semi-supervised multi-task learning},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages        = {1637--1640},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICASSP.2009.4959914},
  doi          = {10.1109/ICASSP.2009.4959914},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/LiLC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RenDLC09,
  author       = {Lu Ren and
                  David B. Dunson and
                  Scott Lindroth and
                  Lawrence Carin},
  title        = {Music analysis with a Bayesian dynamic model},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages        = {1681--1684},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICASSP.2009.4959925},
  doi          = {10.1109/ICASSP.2009.4959925},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/RenDLC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaisleyC09,
  author       = {John W. Paisley and
                  Lawrence Carin},
  editor       = {Andrea Pohoreckyj Danyluk and
                  L{\'{e}}on Bottou and
                  Michael L. Littman},
  title        = {Nonparametric factor analysis with beta process priors},
  booktitle    = {Proceedings of the 26th Annual International Conference on Machine
                  Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {382},
  pages        = {777--784},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1553374.1553474},
  doi          = {10.1145/1553374.1553474},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/PaisleyC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaiLC09,
  author       = {Chenghui Cai and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {Learning to Explore and Exploit in POMDPs},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {198--206},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/e58cc5ca94270acaceed13bc82dfedf7-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/CaiLC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuRDC09,
  author       = {Lan Du and
                  Lu Ren and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {A Bayesian Model for Simultaneous Image Clustering, Annotation and
                  Object Segmentation},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {486--494},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/f85454e8279be180185cac7d243c5eb3-Abstract.html},
  timestamp    = {Tue, 23 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DuRDC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouCPRSC09,
  author       = {Mingyuan Zhou and
                  Haojun Chen and
                  John W. Paisley and
                  Lu Ren and
                  Guillermo Sapiro and
                  Lawrence Carin},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {2295--2303},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/cfecdb276f634854f3ef915e2e980c31-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhouCPRSC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/CarinCH08,
  author       = {Lawrence Carin and
                  George Cybenko and
                  Jeff Hughes},
  title        = {Cybersecurity Strategies: The QuERIES Methodology},
  journal      = {Computer},
  volume       = {41},
  number       = {8},
  pages        = {20--26},
  year         = {2008},
  url          = {https://doi.org/10.1109/MC.2008.295},
  doi          = {10.1109/MC.2008.295},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/computer/CarinCH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/FangJXC08,
  author       = {Jun Fang and
                  Shihao Ji and
                  Ya Xue and
                  Lawrence Carin},
  title        = {Multitask Classification by Learning the Task Relevance},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {15},
  pages        = {593--596},
  year         = {2008},
  url          = {https://doi.org/10.1109/LSP.2008.2001967},
  doi          = {10.1109/LSP.2008.2001967},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spl/FangJXC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HoCGW08,
  author       = {K. C. Ho and
                  Lawrence Carin and
                  Paul D. Gader and
                  Joseph N. Wilson},
  title        = {An Investigation of Using the Spectral Characteristics From Ground
                  Penetrating Radar for Landmine/Clutter Discrimination},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {46},
  number       = {4},
  pages        = {1177--1191},
  year         = {2008},
  url          = {https://doi.org/10.1109/TGRS.2008.915747},
  doi          = {10.1109/TGRS.2008.915747},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/HoCGW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuLC08,
  author       = {Qiuhua Liu and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Detection of Unexploded Ordnance via Efficient Semisupervised and
                  Active Learning},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {46},
  number       = {9},
  pages        = {2558--2567},
  year         = {2008},
  url          = {https://doi.org/10.1109/TGRS.2008.920468},
  doi          = {10.1109/TGRS.2008.920468},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/LiuLC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/Pruteanu-MaliniciC08,
  author       = {Iulian Pruteanu{-}Malinici and
                  Lawrence Carin},
  title        = {Infinite Hidden Markov Models for Unusual-Event Detection in Video},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {17},
  number       = {5},
  pages        = {811--822},
  year         = {2008},
  url          = {https://doi.org/10.1109/TIP.2008.919359},
  doi          = {10.1109/TIP.2008.919359},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/Pruteanu-MaliniciC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiXC08,
  author       = {Shihao Ji and
                  Ya Xue and
                  Lawrence Carin},
  title        = {Bayesian Compressive Sensing},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {56},
  number       = {6},
  pages        = {2346--2356},
  year         = {2008},
  url          = {https://doi.org/10.1109/TSP.2007.914345},
  doi          = {10.1109/TSP.2007.914345},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/JiXC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/NiPCD08,
  author       = {Kai Ni and
                  John W. Paisley and
                  Lawrence Carin and
                  David B. Dunson},
  title        = {Multi-Task Learning for Analyzing and Sorting Large Databases of Sequential
                  Data},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {56},
  number       = {8-2},
  pages        = {3918--3931},
  year         = {2008},
  url          = {https://doi.org/10.1109/TSP.2008.924798},
  doi          = {10.1109/TSP.2008.924798},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/NiPCD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnWSWCD08,
  author       = {Qi An and
                  Chunping Wang and
                  Ivo Shterev and
                  Eric Wang and
                  Lawrence Carin and
                  David B. Dunson},
  editor       = {William W. Cohen and
                  Andrew McCallum and
                  Sam T. Roweis},
  title        = {Hierarchical kernel stick-breaking process for multi-task image analysis},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
                  {(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {307},
  pages        = {17--24},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1390156.1390159},
  doi          = {10.1145/1390156.1390159},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AnWSWCD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiLDC08,
  author       = {Yuting Qi and
                  Dehong Liu and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {William W. Cohen and
                  Andrew McCallum and
                  Sam T. Roweis},
  title        = {Multi-task compressive sensing with Dirichlet process priors},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
                  {(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {307},
  pages        = {768--775},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1390156.1390253},
  doi          = {10.1145/1390156.1390253},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/QiLDC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenDC08,
  author       = {Lu Ren and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {William W. Cohen and
                  Andrew McCallum and
                  Sam T. Roweis},
  title        = {The dynamic hierarchical Dirichlet process},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
                  {(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {307},
  pages        = {824--831},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1390156.1390260},
  doi          = {10.1145/1390156.1390260},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RenDC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieVIP/ArnoldRWCM08,
  author       = {Gregory Arnold and
                  Timothy Ross and
                  Lori Westerkamp and
                  Lawrence Carin and
                  Randolph L. Moses},
  editor       = {Zia{-}ur Rahman and
                  Stephen E. Reichenbach and
                  Mark A. Neifeld},
  title        = {The {ATR} Center and ATRpedia},
  booktitle    = {Visual Information Processing XVII, Orlando, Florida, USA, March 18-19,
                  2008},
  series       = {{SPIE} Proceedings},
  volume       = {6978},
  pages        = {69780},
  publisher    = {{SPIE}},
  year         = {2008},
  url          = {https://doi.org/10.1117/12.783439},
  doi          = {10.1117/12.783439},
  timestamp    = {Fri, 06 May 2022 13:45:23 +0200},
  biburl       = {https://dblp.org/rec/conf/spieVIP/ArnoldRWCM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ZhaoKLACC07,
  author       = {Zhiqin Zhao and
                  Narayan Kovvali and
                  Wenbin Lin and
                  Chang{-}Hoi Ahn and
                  Luise Couchman and
                  Lawrence Carin},
  title        = {Volumetric fast multipole method for modeling Schr{\"{o}}dinger's
                  equation},
  journal      = {J. Comput. Phys.},
  volume       = {224},
  number       = {2},
  pages        = {941--955},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.jcp.2006.11.003},
  doi          = {10.1016/J.JCP.2006.11.003},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcphy/ZhaoKLACC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XueLCK07,
  author       = {Ya Xue and
                  Xuejun Liao and
                  Lawrence Carin and
                  Balaji Krishnapuram},
  title        = {Multi-Task Learning for Classification with Dirichlet Process Priors},
  journal      = {J. Mach. Learn. Res.},
  volume       = {8},
  pages        = {35--63},
  year         = {2007},
  url          = {http://jmlr.org/papers/v8/xue07a.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/XueLCK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/WilliamsYKZC07,
  author       = {David Williams and
                  Yijun Yu and
                  Levi Kennedy and
                  Xianyang Zhu and
                  Lawrence Carin},
  title        = {A Bivariate Gaussian Model for Unexploded Ordnance Classification
                  with {EMI} Data},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {4},
  number       = {4},
  pages        = {629--633},
  year         = {2007},
  url          = {https://doi.org/10.1109/LGRS.2007.903972},
  doi          = {10.1109/LGRS.2007.903972},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/lgrs/WilliamsYKZC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WilliamsLXCK07,
  author       = {David Williams and
                  Xuejun Liao and
                  Ya Xue and
                  Lawrence Carin and
                  Balaji Krishnapuram},
  title        = {On Classification with Incomplete Data},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {29},
  number       = {3},
  pages        = {427--436},
  year         = {2007},
  url          = {https://doi.org/10.1109/TPAMI.2007.52},
  doi          = {10.1109/TPAMI.2007.52},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/WilliamsLXCK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JiC07,
  author       = {Shihao Ji and
                  Lawrence Carin},
  title        = {Cost-sensitive feature acquisition and classification},
  journal      = {Pattern Recognit.},
  volume       = {40},
  number       = {5},
  pages        = {1474--1485},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.patcog.2006.11.008},
  doi          = {10.1016/J.PATCOG.2006.11.008},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/JiC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuKC07,
  author       = {Dehong Liu and
                  Jeffrey L. Krolik and
                  Lawrence Carin},
  title        = {Electromagnetic Target Detection in Uncertain Media: Time-Reversal
                  and Minimum-Variance Algorithms},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {45},
  number       = {4},
  pages        = {934--944},
  year         = {2007},
  url          = {https://doi.org/10.1109/TGRS.2006.890411},
  doi          = {10.1109/TGRS.2006.890411},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/LiuKC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YuC07,
  author       = {Yijun Yu and
                  Lawrence Carin},
  title        = {Three-Dimensional Bayesian Inversion With Application to Subsurface
                  Sensing},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {45},
  number       = {5-1},
  pages        = {1258--1270},
  year         = {2007},
  url          = {https://doi.org/10.1109/TGRS.2007.894932},
  doi          = {10.1109/TGRS.2007.894932},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/YuC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HeJSC07,
  author       = {Lihan He and
                  Shihao Ji and
                  Waymond R. Scott and
                  Lawrence Carin},
  title        = {Adaptive Multimodality Sensing of Landmines},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {45},
  number       = {6-2},
  pages        = {1756--1774},
  year         = {2007},
  url          = {https://doi.org/10.1109/TGRS.2007.894933},
  doi          = {10.1109/TGRS.2007.894933},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/HeJSC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WilliamsWLC07,
  author       = {David Williams and
                  Chunping Wang and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Classification of Unexploded Ordnance Using Incomplete Multisensor
                  Multiresolution Data},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {45},
  number       = {7-2},
  pages        = {2364--2373},
  year         = {2007},
  url          = {https://doi.org/10.1109/TGRS.2007.896558},
  doi          = {10.1109/TGRS.2007.896558},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/WilliamsWLC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiPC07,
  author       = {Shihao Ji and
                  Ronald Parr and
                  Lawrence Carin},
  title        = {Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision
                  Processes},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {55},
  number       = {6-1},
  pages        = {2720--2730},
  year         = {2007},
  url          = {https://doi.org/10.1109/TSP.2007.893747},
  doi          = {10.1109/TSP.2007.893747},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/JiPC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/QiPC07,
  author       = {Yuting Qi and
                  John William Paisley and
                  Lawrence Carin},
  title        = {Music Analysis Using Hidden Markov Mixture Models},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {55},
  number       = {11},
  pages        = {5209--5224},
  year         = {2007},
  url          = {https://doi.org/10.1109/TSP.2007.898782},
  doi          = {10.1109/TSP.2007.898782},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/QiPC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiPLLC07,
  author       = {Shihao Ji and
                  Ronald Parr and
                  Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Point-Based Policy Iteration},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {1243--1249},
  publisher    = {{AAAI} Press},
  year         = {2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-197.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JiPLLC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NiQC07,
  author       = {Kai Ni and
                  Yuting Qi and
                  Lawrence Carin},
  title        = {Multi-Aspect Target Classification and Detection via the Infinite
                  Hidden Markov Model},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
                  15-20, 2007},
  pages        = {433--436},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICASSP.2007.366265},
  doi          = {10.1109/ICASSP.2007.366265},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/NiQC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/QiPC07,
  author       = {Yuting Qi and
                  John William Paisley and
                  Lawrence Carin},
  title        = {Dirichlet Process {HMM} Mixture Models with Application to Music Analysis},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
                  15-20, 2007},
  pages        = {465--468},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICASSP.2007.366273},
  doi          = {10.1109/ICASSP.2007.366273},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/QiPC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuC07,
  author       = {Dehong Liu and
                  Lawrence Carin},
  title        = {Wideband Array Imaging of a Target Situated in an Unknown Random Media},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
                  15-20, 2007},
  pages        = {533--536},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICASSP.2007.366734},
  doi          = {10.1109/ICASSP.2007.366734},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiuC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuLC07,
  author       = {Qiuhua Liu and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Learning Classifiers on a Partially Labeled Data Manifold},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
                  15-20, 2007},
  pages        = {621--624},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICASSP.2007.366312},
  doi          = {10.1109/ICASSP.2007.366312},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiuLC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/Pruteanu-MaliniciC07,
  author       = {Iulian Pruteanu{-}Malinici and
                  Lawrence Carin},
  title        = {Infinite Hidden Markov Models and {ISA} Features for Unusual-Event
                  Detection in Video},
  booktitle    = {Proceedings of the International Conference on Image Processing, {ICIP}
                  2007, September 16-19, 2007, San Antonio, Texas, {USA}},
  pages        = {137--140},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICIP.2007.4379784},
  doi          = {10.1109/ICIP.2007.4379784},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/Pruteanu-MaliniciC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiC07,
  author       = {Shihao Ji and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani},
  title        = {Bayesian compressive sensing and projection optimization},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
                  {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {227},
  pages        = {377--384},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1273496.1273544},
  doi          = {10.1145/1273496.1273544},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/JiC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiaoLC07,
  author       = {Xuejun Liao and
                  Hui Li and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani},
  title        = {Quadratically gated mixture of experts for incomplete data classification},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
                  {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {227},
  pages        = {553--560},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1273496.1273566},
  doi          = {10.1145/1273496.1273566},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiaoLC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiCD07,
  author       = {Kai Ni and
                  Lawrence Carin and
                  David B. Dunson},
  editor       = {Zoubin Ghahramani},
  title        = {Multi-task learning for sequential data via iHMMs and the nested Dirichlet
                  process},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
                  {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {227},
  pages        = {689--696},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1273496.1273583},
  doi          = {10.1145/1273496.1273583},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/NiCD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XueDC07,
  author       = {Ya Xue and
                  David B. Dunson and
                  Lawrence Carin},
  editor       = {Zoubin Ghahramani},
  title        = {The matrix stick-breaking process for flexible multi-task learning},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
                  {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {227},
  pages        = {1063--1070},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1273496.1273630},
  doi          = {10.1145/1273496.1273630},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XueDC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLC07,
  author       = {Qiuhua Liu and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {John C. Platt and
                  Daphne Koller and
                  Yoram Singer and
                  Sam T. Roweis},
  title        = {Semi-Supervised Multitask Learning},
  booktitle    = {Advances in Neural Information Processing Systems 20, Proceedings
                  of the Twenty-First Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  pages        = {937--944},
  publisher    = {Curran Associates, Inc.},
  year         = {2007},
  url          = {https://proceedings.neurips.cc/paper/2007/hash/a34bacf839b923770b2c360eefa26748-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiuLC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cphysics/LinKC06,
  author       = {Wenbin Lin and
                  Narayan Kovvali and
                  Lawrence Carin},
  title        = {Pseudospectral method based on prolate spheroidal wave functions for
                  semiconductor nanodevice simulation},
  journal      = {Comput. Phys. Commun.},
  volume       = {175},
  number       = {2},
  pages        = {78--85},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.cpc.2006.02.006},
  doi          = {10.1016/J.CPC.2006.02.006},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cphysics/LinKC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JiKC06,
  author       = {Shihao Ji and
                  Balaji Krishnapuram and
                  Lawrence Carin},
  title        = {Variational Bayes for Continuous Hidden Markov Models and Its Application
                  to Active Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {28},
  number       = {4},
  pages        = {522--532},
  year         = {2006},
  url          = {https://doi.org/10.1109/TPAMI.2006.85},
  doi          = {10.1109/TPAMI.2006.85},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/JiKC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/KovvaliLZCC06,
  author       = {Narayan Kovvali and
                  Wenbin Lin and
                  Zhiqin Zhao and
                  Luise Couchman and
                  Lawrence Carin},
  title        = {Rapid Prolate Pseudospectral Differentiation and Interpolation with
                  the Fast Multipole Method},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {28},
  number       = {2},
  pages        = {485--497},
  year         = {2006},
  url          = {https://doi.org/10.1137/050635961},
  doi          = {10.1137/050635961},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamsc/KovvaliLZCC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ChangC06,
  author       = {Shaorong Chang and
                  Lawrence Carin},
  title        = {A modified {SPIHT} algorithm for image coding with a joint {MSE} and
                  classification distortion measure},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {15},
  number       = {3},
  pages        = {713--725},
  year         = {2006},
  url          = {https://doi.org/10.1109/TIP.2005.860595},
  doi          = {10.1109/TIP.2005.860595},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/ChangC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DasguptaC06,
  author       = {Nilanjan Dasgupta and
                  Lawrence Carin},
  title        = {Texture analysis with variational hidden Markov trees},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {54},
  number       = {6-1},
  pages        = {2353--2356},
  year         = {2006},
  url          = {https://doi.org/10.1109/TSP.2006.872588},
  doi          = {10.1109/TSP.2006.872588},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/DasguptaC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLC06,
  author       = {Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Incremental Least Squares Policy Iteration for POMDPs},
  booktitle    = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
                  and the Eighteenth Innovative Applications of Artificial Intelligence
                  Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
  pages        = {1167--1172},
  publisher    = {{AAAI} Press},
  year         = {2006},
  url          = {http://www.aaai.org/Library/AAAI/2006/aaai06-183.php},
  timestamp    = {Tue, 05 Sep 2023 09:10:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiLC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasguptaJC06,
  author       = {Nilanjan Dasgupta and
                  Shihao Ji and
                  Lawrence Carin},
  title        = {Homotopy-Based Semi-Supervised Hidden Markov Tree for Texture Analysis},
  booktitle    = {2006 {IEEE} International Conference on Acoustics Speech and Signal
                  Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
  pages        = {97--100},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICASSP.2006.1660288},
  doi          = {10.1109/ICASSP.2006.1660288},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/DasguptaJC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiLC06,
  author       = {Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {A Reward-Directed Bayesian Classifier},
  booktitle    = {2006 {IEEE} International Conference on Acoustics Speech and Signal
                  Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
  pages        = {613--616},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICASSP.2006.1661350},
  doi          = {10.1109/ICASSP.2006.1661350},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiLC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLC06,
  author       = {Hui Li and
                  Xuejun Liao and
                  Lawrence Carin},
  editor       = {William W. Cohen and
                  Andrew W. Moore},
  title        = {Region-based value iteration for partially observable Markov decision
                  processes},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Third International Conference
                  {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {148},
  pages        = {561--568},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1143844.1143915},
  doi          = {10.1145/1143844.1143915},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiLC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/LinKC05,
  author       = {Wenbin Lin and
                  Narayan Kovvali and
                  Lawrence Carin},
  title        = {Direct algorithm for computation of derivatives of the Daubechies
                  basis functions},
  journal      = {Appl. Math. Comput.},
  volume       = {170},
  number       = {2},
  pages        = {1006--1013},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.amc.2004.12.038},
  doi          = {10.1016/J.AMC.2004.12.038},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/amc/LinKC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KrishnapuramCFH04,
  author       = {Balaji Krishnapuram and
                  Lawrence Carin and
                  M{\'{a}}rio A. T. Figueiredo and
                  Alexander J. Hartemink},
  title        = {Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization
                  Bounds},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {27},
  number       = {6},
  pages        = {957--968},
  year         = {2005},
  url          = {https://doi.org/10.1109/TPAMI.2005.127},
  doi          = {10.1109/TPAMI.2005.127},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/KrishnapuramCFH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChangDC05,
  author       = {Shaorong Chang and
                  Nilanjan Dasgupta and
                  Lawrence Carin},
  title        = {A Bayesian Approach to Unsupervised Feature Selection and Density
                  Estimation Using Expectation Propagation},
  booktitle    = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
  pages        = {1043--1050},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/CVPR.2005.15},
  doi          = {10.1109/CVPR.2005.15},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ChangDC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiaoXC05,
  author       = {Xuejun Liao and
                  Ya Xue and
                  Lawrence Carin},
  editor       = {Luc De Raedt and
                  Stefan Wrobel},
  title        = {Logistic regression with an auxiliary data source},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Second International Conference
                  {(ICML} 2005), Bonn, Germany, August 7-11, 2005},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {119},
  pages        = {505--512},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1102351.1102415},
  doi          = {10.1145/1102351.1102415},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiaoXC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilliamsLXC05,
  author       = {David Williams and
                  Xuejun Liao and
                  Ya Xue and
                  Lawrence Carin},
  editor       = {Luc De Raedt and
                  Stefan Wrobel},
  title        = {Incomplete-data classification using logistic regression},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Second International Conference
                  {(ICML} 2005), Bonn, Germany, August 7-11, 2005},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {119},
  pages        = {972--979},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1102351.1102474},
  doi          = {10.1145/1102351.1102474},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/WilliamsLXC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiaoC05,
  author       = {Xuejun Liao and
                  Lawrence Carin},
  title        = {Radial Basis Function Network for Multi-task Learning},
  booktitle    = {Advances in Neural Information Processing Systems 18 [Neural Information
                  Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
                  Columbia, Canada]},
  pages        = {792--802},
  year         = {2005},
  url          = {https://proceedings.neurips.cc/paper/2005/hash/c7558e9d1f956b016d1fdba7ea132378-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiaoC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/KrishnapuramCH04,
  author       = {Balaji Krishnapuram and
                  Lawrence Carin and
                  Alexander J. Hartemink},
  title        = {Joint Classifier and Feature Optimization for Comprehensive Cancer
                  Diagnosis Using Gene Expression Data},
  journal      = {J. Comput. Biol.},
  volume       = {11},
  number       = {2/3},
  pages        = {227--242},
  year         = {2004},
  url          = {https://doi.org/10.1089/1066527041410463},
  doi          = {10.1089/1066527041410463},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcb/KrishnapuramCH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiaoC04,
  author       = {Xuejun Liao and
                  Lawrence Carin},
  title        = {Application of the Theory of Optimal Experiments to Adaptive Electromagnetic-Induction
                  Sensing of Buried Targets},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {26},
  number       = {8},
  pages        = {961--972},
  year         = {2004},
  url          = {https://doi.org/10.1109/TPAMI.2004.38},
  doi          = {10.1109/TPAMI.2004.38},
  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiaoC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KrishnapuramHCF04,
  author       = {Balaji Krishnapuram and
                  Alexander J. Hartemink and
                  Lawrence Carin and
                  M{\'{a}}rio A. T. Figueiredo},
  title        = {A Bayesian Approach to Joint Feature Selection and Classifier Design},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {26},
  number       = {9},
  pages        = {1105--1111},
  year         = {2004},
  url          = {https://doi.org/10.1109/TPAMI.2004.55},
  doi          = {10.1109/TPAMI.2004.55},
  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/KrishnapuramHCF04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YuYC04,
  author       = {Yijun Yu and
                  Tiejun Yu and
                  Lawrence Carin},
  title        = {Three-dimensional inverse scattering of a dielectric target embedded
                  in a lossy half-space},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {42},
  number       = {5},
  pages        = {957--973},
  year         = {2004},
  url          = {https://doi.org/10.1109/TGRS.2003.820601},
  doi          = {10.1109/TGRS.2003.820601},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/YuYC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhuC04,
  author       = {Xianyang Zhu and
                  Lawrence Carin},
  title        = {Application of the biorthogonal multiresolution time-domain method
                  to the analysis of elastic-wave interactions with buried targets},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {42},
  number       = {7},
  pages        = {1502--1511},
  year         = {2004},
  url          = {https://doi.org/10.1109/TGRS.2004.828191},
  doi          = {10.1109/TGRS.2004.828191},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/ZhuC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhangLC04,
  author       = {Yan Zhang and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Detection of buried targets via active selection of labeled data:
                  application to sensing subsurface {UXO}},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {42},
  number       = {11},
  pages        = {2535--2543},
  year         = {2004},
  url          = {https://doi.org/10.1109/TGRS.2004.836270},
  doi          = {10.1109/TGRS.2004.836270},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/ZhangLC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasguptaC04,
  author       = {Nilanjan Dasgupta and
                  Lawrence Carin},
  title        = {Time-reversal imaging and classification for distant targets in a
                  shallow water channel},
  booktitle    = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
  pages        = {65--68},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICASSP.2004.1326195},
  doi          = {10.1109/ICASSP.2004.1326195},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/DasguptaC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JiLC04,
  author       = {Shihao Ji and
                  Xuejun Liao and
                  Lawrence Carin},
  title        = {Adaptive multi-aspect target classification and detection with hidden
                  Markov models},
  booktitle    = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
  pages        = {125--128},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICASSP.2004.1326210},
  doi          = {10.1109/ICASSP.2004.1326210},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/JiLC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangLDC04,
  author       = {Yan Zhang and
                  Xuejun Liao and
                  Esther Dur{\'{a}} and
                  Lawrence Carin},
  title        = {Active selection of labeled data for target detection},
  booktitle    = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
  pages        = {465--468},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICASSP.2004.1327148},
  doi          = {10.1109/ICASSP.2004.1327148},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ZhangLDC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChangC04,
  author       = {Shaorong Chang and
                  Lawrence Carin},
  title        = {Kernel matching pursuits prioritization of wavelet coefficients for
                  {SPIHT} image coding},
  booktitle    = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
  pages        = {649--652},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICASSP.2004.1326628},
  doi          = {10.1109/ICASSP.2004.1326628},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ChangC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuHC04,
  author       = {Dehong Liu and
                  Lihan He and
                  Lawrence Carin},
  title        = {Airport detection in large aerial optical imagery},
  booktitle    = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
  pages        = {761--764},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICASSP.2004.1327222},
  doi          = {10.1109/ICASSP.2004.1327222},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiuHC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrishnapuramWXHCF04,
  author       = {Balaji Krishnapuram and
                  David Williams and
                  Ya Xue and
                  Alexander J. Hartemink and
                  Lawrence Carin and
                  M{\'{a}}rio A. T. Figueiredo},
  title        = {On Semi-Supervised Classification},
  booktitle    = {Advances in Neural Information Processing Systems 17 [Neural Information
                  Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
                  British Columbia, Canada]},
  pages        = {721--728},
  year         = {2004},
  url          = {https://proceedings.neurips.cc/paper/2004/hash/7aee26c309def8c5a2a076eb250b8f36-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/KrishnapuramWXHCF04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/ZhangCC03,
  author       = {Yan Zhang and
                  Leslie M. Collins and
                  Lawrence Carin},
  title        = {Unexploded ordnance detection using Bayesian physics-based data fusion},
  journal      = {Integr. Comput. Aided Eng.},
  volume       = {10},
  number       = {3},
  pages        = {231--247},
  year         = {2003},
  url          = {https://doi.org/10.3233/ica-2003-10302},
  doi          = {10.3233/ICA-2003-10302},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/icae/ZhangCC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DongC03,
  author       = {Yanting Dong and
                  Lawrence Carin},
  title        = {Rate-Distortion Analysis of Discrete-HMM Pose Estimation via Multiaspect
                  Scattering Data},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {25},
  number       = {7},
  pages        = {872--883},
  year         = {2003},
  url          = {https://doi.org/10.1109/TPAMI.2003.1206516},
  doi          = {10.1109/TPAMI.2003.1206516},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/DongC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiLDTC03,
  author       = {Ling Li and
                  Zhijun Liu and
                  Xiaolong Dong and
                  James A. Thompson and
                  Lawrence Carin},
  title        = {Scalable multilevel fast multipole method for multiple targets in
                  the vicinity of a half space},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {41},
  number       = {4},
  pages        = {791--802},
  year         = {2003},
  url          = {https://doi.org/10.1109/TGRS.2003.811074},
  doi          = {10.1109/TGRS.2003.811074},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/LiLDTC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhangCYBC03,
  author       = {Yan Zhang and
                  Leslie M. Collins and
                  Haitao Yu and
                  Carl E. Baum and
                  Lawrence Carin},
  title        = {Sensing of unexploded ordnance with magnetometer and induction data:
                  theory and signal processing},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {41},
  number       = {5},
  pages        = {1005--1015},
  year         = {2003},
  url          = {https://doi.org/10.1109/TGRS.2003.810922},
  doi          = {10.1109/TGRS.2003.810922},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/ZhangCYBC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DongC03,
  author       = {Yanting Dong and
                  Lawrence Carin},
  title        = {Quantization of multiaspect scattering data: target classification
                  and pose estimation},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {51},
  number       = {12},
  pages        = {3105--3114},
  year         = {2003},
  url          = {https://doi.org/10.1109/TSP.2003.818998},
  doi          = {10.1109/TSP.2003.818998},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/DongC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/DongC03,
  author       = {Yanting Dong and
                  Lawrence Carin},
  title        = {Rate-Distortion Bound for Joint Compression and Classification},
  booktitle    = {2003 Data Compression Conference {(DCC} 2003), 25-27 March 2003, Snowbird,
                  UT, {USA}},
  pages        = {423},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/DCC.2003.1194042},
  doi          = {10.1109/DCC.2003.1194042},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dcc/DongC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuDC03,
  author       = {Hongwei Liu and
                  Nilanjan Dasgupta and
                  Lawrence Carin},
  title        = {Time-reversal imaging for wideband underwater target classification},
  booktitle    = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
  pages        = {5--8},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICASSP.2003.1199853},
  doi          = {10.1109/ICASSP.2003.1199853},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiuDC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiaoC03,
  author       = {Xuejun Liao and
                  Lawrence Carin},
  title        = {{ICA} with multiple quadratic constraints},
  booktitle    = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
  pages        = {313--316},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICASSP.2003.1199936},
  doi          = {10.1109/ICASSP.2003.1199936},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiaoC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasguptaC03,
  author       = {Nilanjan Dasgupta and
                  Lawrence Carin},
  title        = {Context-based graphical modeling for wavelet domain signal processing},
  booktitle    = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
  pages        = {485--488},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICASSP.2003.1199517},
  doi          = {10.1109/ICASSP.2003.1199517},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/DasguptaC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/KrishnapuramCH03,
  author       = {Balaji Krishnapuram and
                  Lawrence Carin and
                  Alexander J. Hartemink},
  editor       = {Martin Vingron and
                  Sorin Istrail and
                  Pavel A. Pevzner and
                  Michael S. Waterman and
                  Webb Miller},
  title        = {Joint classifier and feature optimization for cancer diagnosis using
                  gene expression data},
  booktitle    = {Proceedings of the Sventh Annual International Conference on Computational
                  Biology, {RECOMB} 2003, Berlin, Germany, April 10-13, 2003},
  pages        = {167--175},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/640075.640097},
  doi          = {10.1145/640075.640097},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recomb/KrishnapuramCH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BharadwajC02,
  author       = {Priya Bharadwaj and
                  Lawrence Carin},
  title        = {Infrared-Image Classification Using Hidden Markov Trees},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {24},
  number       = {10},
  pages        = {1394--1398},
  year         = {2002},
  url          = {https://doi.org/10.1109/TPAMI.2002.1039210},
  doi          = {10.1109/TPAMI.2002.1039210},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/BharadwajC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/DasguptaLC02,
  author       = {Nilanjan Dasgupta and
                  Simon M. Lin and
                  Lawrence Carin},
  title        = {Sequential modeling for identifying CpG island locations in human
                  genome},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {9},
  number       = {12},
  pages        = {407--409},
  year         = {2002},
  url          = {https://doi.org/10.1109/LSP.2002.806062},
  doi          = {10.1109/LSP.2002.806062},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spl/DasguptaLC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuC02,
  author       = {Hongwei Liu and
                  Lawrence Carin},
  title        = {Class-based target classification in shallow water channel based on
                  Hidden Markov Model},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
                  {USA}},
  pages        = {2889--2892},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICASSP.2002.5745252},
  doi          = {10.1109/ICASSP.2002.5745252},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiuC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KrishnapuramC02,
  author       = {Balaji Krishnapuram and
                  Lawrence Carin},
  title        = {Support Vector Machines for improved multiaspect target recognition
                  using the fisher kernel scores of Hidden Markov Models},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
                  {USA}},
  pages        = {2989--2992},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICASSP.2002.5745277},
  doi          = {10.1109/ICASSP.2002.5745277},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/KrishnapuramC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LuC02,
  author       = {Jiuliu Lu and
                  Lawrence Carin},
  title        = {HMM-based multiresolution image segmentation},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
                  {USA}},
  pages        = {3357--3360},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICASSP.2002.5745373},
  doi          = {10.1109/ICASSP.2002.5745373},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LuC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiaoDLC02,
  author       = {Xuejun Liao and
                  Nilanjan Dasgupta and
                  Simon M. Lin and
                  Lawrence Carin},
  title        = {{ICA} and {PLS} modeling for functional analysis and drug sensitivity
                  for {DNA} microarray signals},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
                  {USA}},
  pages        = {3880--3883},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICASSP.2002.5745504},
  doi          = {10.1109/ICASSP.2002.5745504},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LiaoDLC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChangNC02,
  author       = {Shaorong Chang and
                  Nasser M. Nasrabadi and
                  Lawrence Carin},
  title        = {Infrared-image classification using support vector machines},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
                  {USA}},
  pages        = {4168},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICASSP.2002.5745606},
  doi          = {10.1109/ICASSP.2002.5745606},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ChangNC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CollinsZC02,
  author       = {Leslie M. Collins and
                  Yizhe Zhang and
                  Lawrence Carin},
  title        = {Model-based statistical sensor fusion for unexploded ordnance detection},
  booktitle    = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
                  2002, Toronto, Ontario, Canada, 24-28 June 2002},
  pages        = {1556--1559},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/IGARSS.2002.1026180},
  doi          = {10.1109/IGARSS.2002.1026180},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/igarss/CollinsZC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcis/KrishnapuramC02,
  author       = {Balaji Krishnapuram and
                  Lawrence Carin},
  editor       = {H. John Caulfield and
                  Shu{-}Heng Chen and
                  Heng{-}Da Cheng and
                  Richard J. Duro and
                  Vasant G. Honavar and
                  Etienne E. Kerre and
                  Mi Lu and
                  Manuel Gra{\~{n}}a Romay and
                  Timothy K. Shih and
                  Dan Ventura and
                  Paul P. Wang and
                  Yuanyuan Yang},
  title        = {Support Vector Machines for Improved Multiaspect Target Recognition
                  Using the Fisher Scores of Hidden Markov Models},
  booktitle    = {Proceedings of the 6th Joint Conference on Information Science, March
                  8-13, 2002, Research Triangle Park, North Carolina, {USA}},
  pages        = {354--357},
  publisher    = {{JCIS} / Association for Intelligent Machinery, Inc.},
  year         = {2002},
  timestamp    = {Mon, 13 Nov 2017 18:15:11 +0100},
  biburl       = {https://dblp.org/rec/conf/jcis/KrishnapuramC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JonesRDCC01,
  author       = {Eric Jones and
                  Paul Runkle and
                  Nilanjan Dasgupta and
                  Luise Couchman and
                  Lawrence Carin},
  title        = {Genetic Algorithm Wavelet Design for Signal Classification},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {23},
  number       = {8},
  pages        = {890--895},
  year         = {2001},
  url          = {https://doi.org/10.1109/34.946991},
  doi          = {10.1109/34.946991},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/JonesRDCC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/DasguptaRCC01,
  author       = {Nilanjan Dasgupta and
                  Paul Runkle and
                  Luise Couchman and
                  Lawrence Carin},
  title        = {Dual hidden Markov model for characterizing wavelet coefficients from
                  multi-aspect scattering data},
  journal      = {Signal Process.},
  volume       = {81},
  number       = {6},
  pages        = {1303--1316},
  year         = {2001},
  url          = {https://doi.org/10.1016/S0165-1684(00)00262-0},
  doi          = {10.1016/S0165-1684(00)00262-0},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/DasguptaRCC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CollinsZLWCHRNM01,
  author       = {Leslie M. Collins and
                  Yan Zhang and
                  Jing Li and
                  Hua Wang and
                  Lawrence Carin and
                  Sean J. Hart and
                  Susan L. Rose{-}Pehrsson and
                  Herbert H. Nelson and
                  James R. McDonald},
  title        = {A comparison of the performance of statistical and fuzzy algorithms
                  for unexploded ordnance detection},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {9},
  number       = {1},
  pages        = {17--30},
  year         = {2001},
  url          = {https://doi.org/10.1109/91.917111},
  doi          = {10.1109/91.917111},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tfs/CollinsZLWCHRNM01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RunkleNMC01,
  author       = {Paul Runkle and
                  Lam H. Nguyen and
                  James H. McClellan and
                  Lawrence Carin},
  title        = {Multi-aspect target detection for {SAR} imagery using hidden Markov
                  models},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {39},
  number       = {1},
  pages        = {46--55},
  year         = {2001},
  url          = {https://doi.org/10.1109/36.898664},
  doi          = {10.1109/36.898664},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/RunkleNMC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/Carin01,
  author       = {Lawrence Carin},
  title        = {Foreword},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {39},
  number       = {6},
  pages        = {1107},
  year         = {2001},
  url          = {https://doi.org/10.1109/TGRS.2001.927415},
  doi          = {10.1109/TGRS.2001.927415},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/Carin01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/CarinYDPCB01,
  author       = {Lawrence Carin and
                  Haitao Yu and
                  Yacine Dalichaouch and
                  Alexander R. Perry and
                  Peter V. Czipott and
                  Carl E. Baum},
  title        = {On the wideband {EMI} response of a rotationally symmetric permeable
                  and conducting target},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {39},
  number       = {6},
  pages        = {1206--1213},
  year         = {2001},
  url          = {https://doi.org/10.1109/36.927442},
  doi          = {10.1109/36.927442},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/CarinYDPCB01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DongRCDSRS01,
  author       = {Yanting Dong and
                  Paul Runkle and
                  Lawrence Carin and
                  Raju Damarla and
                  Anders Sullivan and
                  Marc A. Ressler and
                  Jeffrey Sichina},
  title        = {Multi-aspect detection of surface and shallow-buried unexploded ordnance
                  via ultra-wideband synthetic aperture radar},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {39},
  number       = {6},
  pages        = {1259--1270},
  year         = {2001},
  url          = {https://doi.org/10.1109/36.927448},
  doi          = {10.1109/36.927448},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/DongRCDSRS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DogaruC01,
  author       = {Traian Dogaru and
                  Lawrence Carin},
  title        = {Time-domain sensing of targets buried under a Gaussian, exponential,
                  or fractal rough interface},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {39},
  number       = {8},
  pages        = {1807--1819},
  year         = {2001},
  url          = {https://doi.org/10.1109/36.942559},
  doi          = {10.1109/36.942559},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/DogaruC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HeGNC01,
  author       = {Jiangqi He and
                  Norbert Geng and
                  Lam H. Nguyen and
                  Lawrence Carin},
  title        = {Rigorous modeling of ultrawideband {VHF} scattering from tree trunks
                  over flat and. sloped terrain},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {39},
  number       = {10},
  pages        = {2182--2193},
  year         = {2001},
  url          = {https://doi.org/10.1109/36.957281},
  doi          = {10.1109/36.957281},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/HeGNC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BharadwajRC01,
  author       = {Priya Bharadwaj and
                  Paul Runkle and
                  Lawrence Carin},
  title        = {Infrared-image classification using expansion matching filters and
                  hidden Markov trees},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
                  {ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
                  Lake City, Utah, USA, Proceedings},
  pages        = {1553--1556},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICASSP.2001.941229},
  doi          = {10.1109/ICASSP.2001.941229},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/BharadwajRC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DongRC01,
  author       = {Yanting Dong and
                  Paul Runkle and
                  Lawrence Carin},
  title        = {Markov modeling of transient scattering and its application in multi-aspect
                  target classification},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
                  {ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
                  Lake City, Utah, USA, Proceedings},
  pages        = {2841--2844},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICASSP.2001.940238},
  doi          = {10.1109/ICASSP.2001.940238},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/DongRC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiaoRJC01,
  author       = {Xuejun Liao and
                  Paul Runkle and
                  Yan Jiao and
                  Lawrence Carin},
  title        = {Identification of ground targets from sequential {HRR} radar signatures},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
                  {ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
                  Lake City, Utah, USA, Proceedings},
  pages        = {2897--2900},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICASSP.2001.940252},
  doi          = {10.1109/ICASSP.2001.940252},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/LiaoRJC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasguptaRC01,
  author       = {Nilanjan Dasgupta and
                  Paul Runkle and
                  Lawrence Carin},
  title        = {Class-based identification of underwater targets using hidden Markov
                  models},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
                  {ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
                  Lake City, Utah, USA, Proceedings},
  pages        = {3161--3164},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICASSP.2001.940329},
  doi          = {10.1109/ICASSP.2001.940329},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/DasguptaRC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YuC00,
  author       = {Tiejun Yu and
                  Lawrence Carin},
  title        = {Analysis of the electromagnetic inductive response of a void in a
                  conducting-soil background},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {38},
  number       = {3},
  pages        = {1320--1327},
  year         = {2000},
  url          = {https://doi.org/10.1109/36.843025},
  doi          = {10.1109/36.843025},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tgrs/YuC00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GaoCGGC00,
  author       = {Ping Gao and
                  Leslie M. Collins and
                  Philip M. Garber and
                  Norbert Geng and
                  Lawrence Carin},
  title        = {Classification of landmine-like metal targets using wideband electromagnetic
                  induction},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {38},
  number       = {3},
  pages        = {1352--1361},
  year         = {2000},
  url          = {https://doi.org/10.1109/36.843029},
  doi          = {10.1109/36.843029},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tgrs/GaoCGGC00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GengSC00,
  author       = {Norbert Geng and
                  Anders Sullivan and
                  Lawrence Carin},
  title        = {Multilevel fast-multipole algorithm for scattering from conducting
                  targets above or embedded in a lossy half space},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {38},
  number       = {4},
  pages        = {1561--1573},
  year         = {2000},
  url          = {https://doi.org/10.1109/36.851956},
  doi          = {10.1109/36.851956},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/GengSC00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RunkleCCYB99,
  author       = {Paul Runkle and
                  Lawrence Carin and
                  Luise Couchman and
                  Timothy J. Yoder and
                  Joseph A. Bucaro},
  title        = {Multiaspect Target Identification with Wave-Based Matched Pursuits
                  and Continuous Hidden Markov Models},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {21},
  number       = {12},
  pages        = {1371--1378},
  year         = {1999},
  url          = {https://doi.org/10.1109/34.817415},
  doi          = {10.1109/34.817415},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/RunkleCCYB99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GengBC99,
  author       = {Norbert Geng and
                  Carl E. Baum and
                  Lawrence Carin},
  title        = {On the low-frequency natural response of conducting and permeable
                  targets},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {37},
  number       = {1},
  pages        = {347--359},
  year         = {1999},
  url          = {https://doi.org/10.1109/36.739068},
  doi          = {10.1109/36.739068},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tgrs/GengBC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/CollinsGC99,
  author       = {Leslie M. Collins and
                  Ping Gao and
                  Lawrence Carin},
  title        = {An improved Bayesian decision theoretic approach for land mine detection},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {37},
  number       = {2},
  pages        = {811--819},
  year         = {1999},
  url          = {https://doi.org/10.1109/36.752197},
  doi          = {10.1109/36.752197},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/CollinsGC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GengC99,
  author       = {Norbert Geng and
                  Lawrence Carin},
  title        = {Short-pulse electromagnetic scattering from arbitrarily oriented subsurface
                  ordnance},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {37},
  number       = {4},
  pages        = {2111--2113},
  year         = {1999},
  url          = {https://doi.org/10.1109/36.774726},
  doi          = {10.1109/36.774726},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/GengC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GengRC99,
  author       = {Norbert Geng and
                  Marc A. Ressler and
                  Lawrence Carin},
  title        = {Wide-band {VHF} scattering from a trihedral reflector situated above
                  a lossy dispersive halfspace},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {37},
  number       = {5},
  pages        = {2609--2617},
  year         = {1999},
  url          = {https://doi.org/10.1109/36.789655},
  doi          = {10.1109/36.789655},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tgrs/GengRC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CouchmanC99,
  author       = {Luise Couchman and
                  Lawrence Carin},
  title        = {Hidden Markov models for multiaspect target classification},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {47},
  number       = {7},
  pages        = {2035--2040},
  year         = {1999},
  url          = {https://doi.org/10.1109/78.771050},
  doi          = {10.1109/78.771050},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/CouchmanC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RunkleC99,
  author       = {Paul Runkle and
                  Lawrence Carin},
  title        = {Multi-aspect target identification with wave-based matching pursuits
                  and continuous hidden Markov models},
  booktitle    = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
                  Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
                  March 15-19, 1999},
  pages        = {2115--2118},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/ICASSP.1999.758351},
  doi          = {10.1109/ICASSP.1999.758351},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/RunkleC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GaoCGCKW99,
  author       = {Ping Gao and
                  Leslie M. Collins and
                  Norbert Geng and
                  Lawrence Carin and
                  Dean A. Keiswetter and
                  I. J. Won},
  title        = {Classification of landmine-like metal targets using wideband electromagnetic
                  induction},
  booktitle    = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
                  Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
                  March 15-19, 1999},
  pages        = {2327--2330},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/ICASSP.1999.758404},
  doi          = {10.1109/ICASSP.1999.758404},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/GaoCGCKW99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CarinYBR99,
  author       = {Lawrence Carin and
                  Gary Ybarra and
                  Priya Bharadwaj and
                  Paul Runkle},
  title        = {Physics-based classification of targets in {SAR} imagery using subaperture
                  sequences},
  booktitle    = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
                  Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
                  March 15-19, 1999},
  pages        = {3341--3344},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/ICASSP.1999.757557},
  doi          = {10.1109/ICASSP.1999.757557},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/CarinYBR99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/CarinKB98,
  author       = {Lawrence Carin and
                  Ravinder Kapoor and
                  Carl E. Baum},
  title        = {Polarimetric {SAR} imaging of buried landmines},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {36},
  number       = {6},
  pages        = {1985--1988},
  year         = {1998},
  url          = {https://doi.org/10.1109/36.729373},
  doi          = {10.1109/36.729373},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/CarinKB98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/VitebskiyCRL97,
  author       = {Stanislav Vitebskiy and
                  Lawrence Carin and
                  Marc A. Ressler and
                  Francis H. Le},
  title        = {Ultra-wideband, short-pulse ground-penetrating radar: simulation and
                  measurement},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {35},
  number       = {3},
  pages        = {762--772},
  year         = {1997},
  url          = {https://doi.org/10.1109/36.581999},
  doi          = {10.1109/36.581999},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgrs/VitebskiyCRL97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/McClureC97,
  author       = {Mark R. McClure and
                  Lawrence Carin},
  title        = {Matching pursuits with a wave-based dictionary},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {45},
  number       = {12},
  pages        = {2912--2927},
  year         = {1997},
  url          = {https://doi.org/10.1109/78.650250},
  doi          = {10.1109/78.650250},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/McClureC97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BakirciogluGC97,
  author       = {Hakan Bakircioglu and
                  Erol Gelenbe and
                  Lawrence Carin},
  editor       = {Wulfram Gerstner and
                  Alain Germond and
                  Martin Hasler and
                  Jean{-}Daniel Nicoud},
  title        = {Random Neural Network Recognition of Shaped Objects in Strong Clutter},
  booktitle    = {Artificial Neural Networks - {ICANN} '97, 7th International Conference,
                  Lausanne, Switzerland, October 8-10, 1997, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1327},
  pages        = {961--966},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/BFb0020277},
  doi          = {10.1007/BFB0020277},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/BakirciogluGC97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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