Stop the war!
Остановите войну!
for scientists:
default search action
BibTeX records: Saurabh Garg
@inproceedings{DBLP:conf/acl/KrishnaGBL23, author = {Kundan Krishna and Saurabh Garg and Jeffrey P. Bigham and Zachary C. Lipton}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {Downstream Datasets Make Surprisingly Good Pretraining Corpora}, booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {12207--12222}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.acl-long.682}, doi = {10.18653/V1/2023.ACL-LONG.682}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/KrishnaGBL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KaplunGGBN23, author = {Gal Kaplun and Nikhil Ghosh and Saurabh Garg and Boaz Barak and Preetum Nakkiran}, title = {Deconstructing Distributions: {A} Pointwise Framework of Learning}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=9IaN4FkVSR1}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KaplunGGBN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Novack0MGL23, author = {Zachary Novack and Simran Kaur and Tanya Marwah and Saurabh Garg and Zachary Chase Lipton}, title = {Disentangling the Mechanisms Behind Implicit Regularization in {SGD}}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=LE5LxBgjB4V}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Novack0MGL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GargESSBL23, author = {Saurabh Garg and Nick Erickson and James Sharpnack and Alex Smola and Sivaraman Balakrishnan and Zachary Chase Lipton}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {RLSbench: Domain Adaptation Under Relaxed Label Shift}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {10879--10928}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/garg23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/GargESSBL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/NovackMLG23, author = {Zachary Novack and Julian J. McAuley and Zachary Chase Lipton and Saurabh Garg}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {26342--26362}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/novack23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/NovackMLG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BabyGYBL023, author = {Dheeraj Baby and Saurabh Garg and Tzu{-}Ching Yen and Sivaraman Balakrishnan and Zachary C. Lipton and Yu{-}Xiang Wang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/cf42f133f355e0e07a8957b508b26a1b-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BabyGYBL023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GargSLBSR23, author = {Saurabh Garg and Amrith Setlur and Zachary C. Lipton and Sivaraman Balakrishnan and Virginia Smith and Aditi Raghunathan}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/26f96550613971371c5d07f37f0e06c0-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GargSLBSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RosenfeldG23, author = {Elan Rosenfeld and Saurabh Garg}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5bacb12bf81e98e2ee0eed953a23c656-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RosenfeldG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-02551, author = {Zachary Novack and Saurabh Garg and Julian J. McAuley and Zachary C. Lipton}, title = {CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets}, journal = {CoRR}, volume = {abs/2302.02551}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.02551}, doi = {10.48550/ARXIV.2302.02551}, eprinttype = {arXiv}, eprint = {2302.02551}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-02551.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-03020, author = {Saurabh Garg and Nick Erickson and James Sharpnack and Alex Smola and Sivaraman Balakrishnan and Zachary C. Lipton}, title = {RLSbench: Domain Adaptation Under Relaxed Label Shift}, journal = {CoRR}, volume = {abs/2302.03020}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.03020}, doi = {10.48550/ARXIV.2302.03020}, eprinttype = {arXiv}, eprint = {2302.03020}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-03020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-19570, author = {Dheeraj Baby and Saurabh Garg and Tzu{-}Ching Yen and Sivaraman Balakrishnan and Zachary Chase Lipton and Yu{-}Xiang Wang}, title = {Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms}, journal = {CoRR}, volume = {abs/2305.19570}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.19570}, doi = {10.48550/ARXIV.2305.19570}, eprinttype = {arXiv}, eprint = {2305.19570}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-19570.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-00312, author = {Elan Rosenfeld and Saurabh Garg}, title = {(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy}, journal = {CoRR}, volume = {abs/2306.00312}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.00312}, doi = {10.48550/ARXIV.2306.00312}, eprinttype = {arXiv}, eprint = {2306.00312}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-00312.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-16226, author = {Saurabh Garg and Mehrdad Farajtabar and Hadi Pouransari and Raviteja Vemulapalli and Sachin Mehta and Oncel Tuzel and Vaishaal Shankar and Fartash Faghri}, title = {TiC-CLIP: Continual Training of {CLIP} Models}, journal = {CoRR}, volume = {abs/2310.16226}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.16226}, doi = {10.48550/ARXIV.2310.16226}, eprinttype = {arXiv}, eprint = {2310.16226}, timestamp = {Tue, 31 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-16226.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-03318, author = {Saurabh Garg and Amrith Setlur and Zachary Chase Lipton and Sivaraman Balakrishnan and Virginia Smith and Aditi Raghunathan}, title = {Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift}, journal = {CoRR}, volume = {abs/2312.03318}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.03318}, doi = {10.48550/ARXIV.2312.03318}, eprinttype = {arXiv}, eprint = {2312.03318}, timestamp = {Mon, 01 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-03318.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GargBLNS22, author = {Saurabh Garg and Sivaraman Balakrishnan and Zachary Chase Lipton and Behnam Neyshabur and Hanie Sedghi}, title = {Leveraging unlabeled data to predict out-of-distribution performance}, 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=o\_HsiMPYh\_x}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GargBLNS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GargBL22, author = {Saurabh Garg and Sivaraman Balakrishnan and Zachary C. Lipton}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Domain Adaptation under Open Set Label Shift}, 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/8d5f526a31d3731a30eb58d5874cf5b1-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GargBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MainiGLK22, author = {Pratyush Maini and Saurabh Garg and Zachary C. Lipton and J. Zico Kolter}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Characterizing Datapoints via Second-Split Forgetting}, 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/c20447998d6c624b4b97d4466a3bfff5-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MainiGLK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RobertsMGL22, author = {Manley Roberts and Pranav Mani and Saurabh Garg and Zachary C. Lipton}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Unsupervised Learning under Latent Label Shift}, 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/771e09dd204ea339da0d8114c48afd21-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RobertsMGL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-04234, author = {Saurabh Garg and Sivaraman Balakrishnan and Zachary C. Lipton and Behnam Neyshabur and Hanie Sedghi}, title = {Leveraging Unlabeled Data to Predict Out-of-Distribution Performance}, journal = {CoRR}, volume = {abs/2201.04234}, year = {2022}, url = {https://arxiv.org/abs/2201.04234}, eprinttype = {arXiv}, eprint = {2201.04234}, timestamp = {Thu, 20 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-04234.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-09931, author = {Gal Kaplun and Nikhil Ghosh and Saurabh Garg and Boaz Barak and Preetum Nakkiran}, title = {Deconstructing Distributions: {A} Pointwise Framework of Learning}, journal = {CoRR}, volume = {abs/2202.09931}, year = {2022}, url = {https://arxiv.org/abs/2202.09931}, eprinttype = {arXiv}, eprint = {2202.09931}, timestamp = {Tue, 01 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-09931.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-13048, author = {Saurabh Garg and Sivaraman Balakrishnan and Zachary C. Lipton}, title = {Domain Adaptation under Open Set Label Shift}, journal = {CoRR}, volume = {abs/2207.13048}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.13048}, doi = {10.48550/ARXIV.2207.13048}, eprinttype = {arXiv}, eprint = {2207.13048}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-13048.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-13179, author = {Manley Roberts and Pranav Mani and Saurabh Garg and Zachary C. Lipton}, title = {Unsupervised Learning under Latent Label Shift}, journal = {CoRR}, volume = {abs/2207.13179}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.13179}, doi = {10.48550/ARXIV.2207.13179}, eprinttype = {arXiv}, eprint = {2207.13179}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-13179.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-14389, author = {Kundan Krishna and Saurabh Garg and Jeffrey P. Bigham and Zachary C. Lipton}, title = {Downstream Datasets Make Surprisingly Good Pretraining Corpora}, journal = {CoRR}, volume = {abs/2209.14389}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.14389}, doi = {10.48550/ARXIV.2209.14389}, eprinttype = {arXiv}, eprint = {2209.14389}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-14389.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-15031, author = {Pratyush Maini and Saurabh Garg and Zachary C. Lipton and J. Zico Kolter}, title = {Characterizing Datapoints via Second-Split Forgetting}, journal = {CoRR}, volume = {abs/2210.15031}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.15031}, doi = {10.48550/ARXIV.2210.15031}, eprinttype = {arXiv}, eprint = {2210.15031}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-15031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-15853, author = {Zachary Novack and Simran Kaur and Tanya Marwah and Saurabh Garg and Zachary C. Lipton}, title = {Disentangling the Mechanisms Behind Implicit Regularization in {SGD}}, journal = {CoRR}, volume = {abs/2211.15853}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.15853}, doi = {10.48550/ARXIV.2211.15853}, eprinttype = {arXiv}, eprint = {2211.15853}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-15853.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ahfe/GargM21, author = {Saurabh Garg and I. Scott MacKenzie}, editor = {Isabel L. Nunes}, title = {Comparison of Touch and Touchless Zoom Control Methods for Single-Handed Mobile Interaction}, booktitle = {Advances in Human Factors and System Interactions - Proceedings of the {AHFE} 2021 Virtual Conference on Human Factors and Systems Interaction, July 25-29, 2021, {USA}}, series = {Lecture Notes in Networks and Systems}, volume = {265}, pages = {71--78}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-79816-1\_9}, doi = {10.1007/978-3-030-79816-1\_9}, timestamp = {Tue, 21 Mar 2023 20:51:11 +0100}, biburl = {https://dblp.org/rec/conf/ahfe/GargM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GargBKL21, author = {Saurabh Garg and Sivaraman Balakrishnan and J. Zico Kolter and Zachary C. Lipton}, editor = {Marina Meila and Tong Zhang}, title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {3598--3609}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/garg21a.html}, timestamp = {Tue, 12 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GargBKL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GargZPPKLBSR21, author = {Saurabh Garg and Joshua Zhanson and Emilio Parisotto and Adarsh Prasad and J. Zico Kolter and Zachary C. Lipton and Sivaraman Balakrishnan and Ruslan Salakhutdinov and Pradeep Ravikumar}, editor = {Marina Meila and Tong Zhang}, title = {On Proximal Policy Optimization's Heavy-tailed Gradients}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {3610--3619}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/garg21b.html}, timestamp = {Tue, 12 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GargZPPKLBSR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interact/GargM21, author = {Saurabh Garg and I. Scott MacKenzie}, editor = {Carmelo Ardito and Rosa Lanzilotti and Alessio Malizia and Helen Petrie and Antonio Piccinno and Giuseppe Desolda and Kori Inkpen}, title = {Fingerprint Scroll: Comparison of Touchless and Touch-Based Scroll Navigation Methods}, booktitle = {Human-Computer Interaction - {INTERACT} 2021 - 18th {IFIP} {TC} 13 International Conference, Bari, Italy, August 30 - September 3, 2021, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {12934}, pages = {139--150}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-85613-7\_10}, doi = {10.1007/978-3-030-85613-7\_10}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/interact/GargM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GargWSBL21, author = {Saurabh Garg and Yifan Wu and Alexander J. Smola and Sivaraman Balakrishnan and Zachary C. Lipton}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Mixture Proportion Estimation and {PU} Learning: {A} Modern Approach}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {8532--8544}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/47b4f1bfdf6d298682e610ad74b37dca-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/GargWSBL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-10264, author = {Saurabh Garg and Joshua Zhanson and Emilio Parisotto and Adarsh Prasad and J. Zico Kolter and Sivaraman Balakrishnan and Zachary C. Lipton and Ruslan Salakhutdinov and Pradeep Ravikumar}, title = {On Proximal Policy Optimization's Heavy-tailed Gradients}, journal = {CoRR}, volume = {abs/2102.10264}, year = {2021}, url = {https://arxiv.org/abs/2102.10264}, eprinttype = {arXiv}, eprint = {2102.10264}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-10264.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-00303, author = {Saurabh Garg and Sivaraman Balakrishnan and J. Zico Kolter and Zachary C. Lipton}, title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization}, journal = {CoRR}, volume = {abs/2105.00303}, year = {2021}, url = {https://arxiv.org/abs/2105.00303}, eprinttype = {arXiv}, eprint = {2105.00303}, timestamp = {Wed, 12 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-00303.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-00980, author = {Saurabh Garg and Yifan Wu and Alex Smola and Sivaraman Balakrishnan and Zachary C. Lipton}, title = {Mixture Proportion Estimation and {PU} Learning: {A} Modern Approach}, journal = {CoRR}, volume = {abs/2111.00980}, year = {2021}, url = {https://arxiv.org/abs/2111.00980}, eprinttype = {arXiv}, eprint = {2111.00980}, timestamp = {Fri, 05 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-00980.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GargWBL20, author = {Saurabh Garg and Yifan Wu and Sivaraman Balakrishnan and Zachary C. Lipton}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {A Unified View of Label Shift Estimation}, 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/219e052492f4008818b8adb6366c7ed6-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GargWBL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-07554, author = {Saurabh Garg and Yifan Wu and Sivaraman Balakrishnan and Zachary C. Lipton}, title = {A Unified View of Label Shift Estimation}, journal = {CoRR}, volume = {abs/2003.07554}, year = {2020}, url = {https://arxiv.org/abs/2003.07554}, eprinttype = {arXiv}, eprint = {2003.07554}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-07554.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssic/SinghGKS15, author = {Prateek Singh and Saurabh Garg and Vinod Kumar and Zia Saquib}, title = {A testbed for {SCADA} cyber security and intrusion detection}, booktitle = {International Conference on Cyber Security of Smart Cities, Industrial Control System and Communications, {SSIC} 2015, Shanghai, China, August 5-7, 2015}, pages = {1--6}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/SSIC.2015.7245683}, doi = {10.1109/SSIC.2015.7245683}, timestamp = {Mon, 09 Aug 2021 14:54:04 +0200}, biburl = {https://dblp.org/rec/conf/ssic/SinghGKS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/TaherRGSM04, author = {Leila Taher and Oliver Rinner and Saurabh Garg and Alexander Sczyrba and Burkhard Morgenstern}, title = {AGenDA: gene prediction by cross-species sequence comparison}, journal = {Nucleic Acids Res.}, volume = {32}, number = {Web-Server-Issue}, pages = {305--308}, year = {2004}, url = {https://doi.org/10.1093/nar/gkh386}, doi = {10.1093/NAR/GKH386}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/TaherRGSM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lrec/GargMRSTT04, author = {Saurabh Garg and Bilyana Martinovski and Susan Robinson and Jens Stephan and Joel R. Tetreault and David R. Traum}, title = {Evaluation of Transcription and Annotation Tools for a Multi-modal, Multi-party Dialogue Corpus}, booktitle = {Proceedings of the Fourth International Conference on Language Resources and Evaluation, {LREC} 2004, May 26-28, 2004, Lisbon, Portugal}, publisher = {European Language Resources Association}, year = {2004}, url = {http://www.lrec-conf.org/proceedings/lrec2004/summaries/758.htm}, timestamp = {Mon, 19 Aug 2019 15:22:43 +0200}, biburl = {https://dblp.org/rec/conf/lrec/GargMRSTT04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lrec/RobinsonMGST04, author = {Susan Robinson and Bilyana Martinovski and Saurabh Garg and Jens Stephan and David R. Traum}, title = {Issues in Corpus Development for Multi-party Multi-modal Task-oriented Dialogue}, booktitle = {Proceedings of the Fourth International Conference on Language Resources and Evaluation, {LREC} 2004, May 26-28, 2004, Lisbon, Portugal}, publisher = {European Language Resources Association}, year = {2004}, url = {http://www.lrec-conf.org/proceedings/lrec2004/summaries/766.htm}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lrec/RobinsonMGST04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/TaherRGSBBM03, author = {Leila Taher and Oliver Rinner and Saurabh Garg and Alexander Sczyrba and Michael Brudno and Serafim Batzoglou and Burkhard Morgenstern}, title = {AGenDA: homology-based gene prediction}, journal = {Bioinform.}, volume = {19}, number = {12}, pages = {1575--1577}, year = {2003}, url = {https://doi.org/10.1093/bioinformatics/btg181}, doi = {10.1093/BIOINFORMATICS/BTG181}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/TaherRGSBBM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.