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BibTeX records: Lawrence Carin
@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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