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ORCIDBibTeX records: Pradeep Ravikumar
@article{DBLP:journals/corr/abs-2402-00645,
author = {Runtian Zhai and
Rattana Pukdee and
Roger Jin and
Maria{-}Florina Balcan and
Pradeep Ravikumar},
title = {Spectrally Transformed Kernel Regression},
journal = {CoRR},
volume = {abs/2402.00645},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00645},
doi = {10.48550/ARXIV.2402.00645},
eprinttype = {arXiv},
eprint = {2402.00645},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09236,
author = {Goutham Rajendran and
Simon Buchholz and
Bryon Aragam and
Bernhard Sch{\"{o}}lkopf and
Pradeep Ravikumar},
title = {Learning Interpretable Concepts: Unifying Causal Representation Learning
and Foundation Models},
journal = {CoRR},
volume = {abs/2402.09236},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09236},
doi = {10.48550/ARXIV.2402.09236},
eprinttype = {arXiv},
eprint = {2402.09236},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03867,
author = {Yibo Jiang and
Goutham Rajendran and
Pradeep Ravikumar and
Bryon Aragam and
Victor Veitch},
title = {On the Origins of Linear Representations in Large Language Models},
journal = {CoRR},
volume = {abs/2403.03867},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03867},
doi = {10.48550/ARXIV.2403.03867},
eprinttype = {arXiv},
eprint = {2403.03867},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsaiYR23,
author = {Che{-}Ping Tsai and
Chih{-}Kuan Yeh and
Pradeep Ravikumar},
title = {Faith-Shap: The Faithful Shapley Interaction Index},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {94:1--94:42},
year = {2023},
url = {http://jmlr.org/papers/v24/22-0202.html},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsaiYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BalcanPR023,
author = {Maria{-}Florina Balcan and
Rattana Pukdee and
Pradeep Ravikumar and
Hongyang Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nash Equilibria and Pitfalls of Adversarial Training in Adversarial
Robustness Games},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9607--9636},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/balcan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BalcanPR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ZhangW0CORW23,
author = {Wenbin Zhang and
Zichong Wang and
Juyong Kim and
Cheng Cheng and
Thomas Oommen and
Pradeep Ravikumar and
Jeremy C. Weiss},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Individual Fairness Under Uncertainty},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {3042--3049},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230621},
doi = {10.3233/FAIA230621},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/ZhangW0CORW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaiYLRH23,
author = {Andrew Bai and
Chih{-}Kuan Yeh and
Neil Y. C. Lin and
Pradeep Kumar Ravikumar and
Cho{-}Jui Hsieh},
title = {Concept Gradient: Concept-based Interpretation Without Linear Assumption},
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=\_01dDd3f78},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaiYLRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PukdeeSRB23,
author = {Rattana Pukdee and
Dylan Sam and
Pradeep Kumar Ravikumar and
Nina Balcan},
title = {Label Propagation with Weak Supervision},
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=aCuFa-RRqtI},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PukdeeSRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Zhai0KR23,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Kumar Ravikumar},
title = {Understanding Why Generalized Reweighting Does Not Improve Over {ERM}},
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=ashPce\_W8F-},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Zhai0KR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengBAR23,
author = {Chang Deng and
Kevin Bello and
Bryon Aragam and
Pradeep Kumar Ravikumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Optimizing {NOTEARS} Objectives via Topological Swaps},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7563--7595},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/deng23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengBAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsaiZYCHR23,
author = {Che{-}Ping Tsai and
Jiong Zhang and
Hsiang{-}Fu Yu and
Eli Chien and
Cho{-}Jui Hsieh and
Pradeep Kumar Ravikumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Representer Point Selection for Explaining Regularized High-dimensional
Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34469--34490},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/tsai23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TsaiZYCHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BuchholzRRASR23,
author = {Simon Buchholz and
Goutham Rajendran and
Elan Rosenfeld and
Bryon Aragam and
Bernhard Sch{\"{o}}lkopf and
Pradeep Ravikumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning Linear Causal Representations from Interventions under General
Nonlinear Mixing},
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/8e5de4cb639ef718f44060dc257cb04f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BuchholzRRASR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenBAR23,
author = {Tianyu Chen and
Kevin Bello and
Bryon Aragam and
Pradeep Ravikumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive
Noise Models},
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/8c1d92835eb4e601f396c97ec60439fe-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenBAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DengBRA23,
author = {Chang Deng and
Kevin Bello and
Pradeep Ravikumar and
Bryon Aragam},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Global Optimality in Bivariate Gradient-based {DAG} Learning},
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/3a02b6df276223b68c69ca572cb3c4a8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DengBRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuptaZSR23,
author = {Yash Gupta and
Runtian Zhai and
Arun Sai Suggala and
Pradeep Ravikumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Responsible {AI} {(RAI)} Games and Ensembles},
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/e6057bf047bcc5f86ebf4e8db6e24a1f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuptaZSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PukdeeSKBR23,
author = {Rattana Pukdee and
Dylan Sam and
J. Zico Kolter and
Maria{-}Florina Balcan and
Pradeep Ravikumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning with Explanation Constraints},
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/9c537882044c8b5352c363e840872ddb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PukdeeSKBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TsaiYR23,
author = {Che{-}Ping Tsai and
Chih{-}Kuan Yeh and
Pradeep Ravikumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Sample based Explanations via Generalized Representers},
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/49cf35ff2298c10452db99d08036805b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TsaiYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/AragamR23,
author = {Bryon Aragam and
Pradeep Ravikumar},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker and
Aaron Eberhart},
title = {Neuro-Causal Models},
booktitle = {Compendium of Neurosymbolic Artificial Intelligence},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {369},
pages = {153--177},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230140},
doi = {10.3233/FAIA230140},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/AragamR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08015,
author = {Wenbin Zhang and
Juyong Kim and
Zichong Wang and
Pradeep Ravikumar and
Jeremy C. Weiss},
title = {Individual Fairness Guarantee in Learning with Censorship},
journal = {CoRR},
volume = {abs/2302.08015},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08015},
doi = {10.48550/ARXIV.2302.08015},
eprinttype = {arXiv},
eprint = {2302.08015},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14496,
author = {Rattana Pukdee and
Dylan Sam and
J. Zico Kolter and
Maria{-}Florina Balcan and
Pradeep Ravikumar},
title = {Learning with Explanation Constraints},
journal = {CoRR},
volume = {abs/2303.14496},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14496},
doi = {10.48550/ARXIV.2303.14496},
eprinttype = {arXiv},
eprint = {2303.14496},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17277,
author = {Chang Deng and
Kevin Bello and
Bryon Aragam and
Pradeep Ravikumar},
title = {Optimizing {NOTEARS} Objectives via Topological Swaps},
journal = {CoRR},
volume = {abs/2305.17277},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17277},
doi = {10.48550/ARXIV.2305.17277},
eprinttype = {arXiv},
eprint = {2305.17277},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-20002,
author = {Che{-}Ping Tsai and
Jiong Zhang and
Eli Chien and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Pradeep Ravikumar},
title = {Representer Point Selection for Explaining Regularized High-dimensional
Models},
journal = {CoRR},
volume = {abs/2305.20002},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.20002},
doi = {10.48550/ARXIV.2305.20002},
eprinttype = {arXiv},
eprint = {2305.20002},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-20002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00788,
author = {Runtian Zhai and
Bingbin Liu and
Andrej Risteski and
Zico Kolter and
Pradeep Ravikumar},
title = {Understanding Augmentation-based Self-Supervised Representation Learning
via {RKHS} Approximation},
journal = {CoRR},
volume = {abs/2306.00788},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00788},
doi = {10.48550/ARXIV.2306.00788},
eprinttype = {arXiv},
eprint = {2306.00788},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02235,
author = {Simon Buchholz and
Goutham Rajendran and
Elan Rosenfeld and
Bryon Aragam and
Bernhard Sch{\"{o}}lkopf and
Pradeep Ravikumar},
title = {Learning Linear Causal Representations from Interventions under General
Nonlinear Mixing},
journal = {CoRR},
volume = {abs/2306.02235},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02235},
doi = {10.48550/ARXIV.2306.02235},
eprinttype = {arXiv},
eprint = {2306.02235},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17361,
author = {Tianyu Chen and
Kevin Bello and
Bryon Aragam and
Pradeep Ravikumar},
title = {iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive
Noise Models},
journal = {CoRR},
volume = {abs/2306.17361},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17361},
doi = {10.48550/ARXIV.2306.17361},
eprinttype = {arXiv},
eprint = {2306.17361},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17378,
author = {Chang Deng and
Kevin Bello and
Bryon Aragam and
Pradeep Ravikumar},
title = {Global Optimality in Bivariate Gradient-based {DAG} Learning},
journal = {CoRR},
volume = {abs/2306.17378},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17378},
doi = {10.48550/ARXIV.2306.17378},
eprinttype = {arXiv},
eprint = {2306.17378},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04295,
author = {Sorawit Saengkyongam and
Elan Rosenfeld and
Pradeep Ravikumar and
Niklas Pfister and
Jonas Peters},
title = {Identifying Representations for Intervention Extrapolation},
journal = {CoRR},
volume = {abs/2310.04295},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04295},
doi = {10.48550/ARXIV.2310.04295},
eprinttype = {arXiv},
eprint = {2310.04295},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18526,
author = {Che{-}Ping Tsai and
Chih{-}Kuan Yeh and
Pradeep Ravikumar},
title = {Sample based Explanations via Generalized Representers},
journal = {CoRR},
volume = {abs/2310.18526},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18526},
doi = {10.48550/ARXIV.2310.18526},
eprinttype = {arXiv},
eprint = {2310.18526},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18832,
author = {Yash Gupta and
Runtian Zhai and
Arun Sai Suggala and
Pradeep Ravikumar},
title = {Responsible {AI} {(RAI)} Games and Ensembles},
journal = {CoRR},
volume = {abs/2310.18832},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18832},
doi = {10.48550/ARXIV.2310.18832},
eprinttype = {arXiv},
eprint = {2310.18832},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18048,
author = {Goutham Rajendran and
Patrik Reizinger and
Wieland Brendel and
Pradeep Ravikumar},
title = {An Interventional Perspective on Identifiability in Gaussian {LTI}
Systems with Independent Component Analysis},
journal = {CoRR},
volume = {abs/2311.18048},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18048},
doi = {10.48550/ARXIV.2311.18048},
eprinttype = {arXiv},
eprint = {2311.18048},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/00020AJGR22,
author = {Han Zhao and
Chen Dan and
Bryon Aragam and
Tommi S. Jaakkola and
Geoffrey J. Gordon and
Pradeep Ravikumar},
title = {Fundamental Limits and Tradeoffs in Invariant Representation Learning},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {340:1--340:49},
year = {2022},
url = {http://jmlr.org/papers/v23/21-1078.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/00020AJGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TsaiPBR22,
author = {Che{-}Ping Tsai and
Adarsh Prasad and
Sivaraman Balakrishnan and
Pradeep Ravikumar},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Heavy-tailed Streaming Statistical Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {1251--1282},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/tsai22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TsaiPBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YehLLR22,
author = {Chih{-}Kuan Yeh and
Kuan{-}Yun Lee and
Frederick Liu and
Pradeep Ravikumar},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Threading the Needle of On and Off-Manifold Value Functions for Shapley
Explanations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {1485--1502},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/yeh22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YehLLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RosenfeldRR22,
author = {Elan Rosenfeld and
Pradeep Ravikumar and
Andrej Risteski},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {An Online Learning Approach to Interpolation and Extrapolation in
Domain Generalization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2641--2657},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/rosenfeld22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RosenfeldRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouGRI22,
author = {Zeyu Zhou and
Ziyu Gong and
Pradeep Ravikumar and
David I. Inouye},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Iterative Alignment Flows},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {6409--6444},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/zhou22b.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouGRI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/KimWR22,
author = {Juyong Kim and
Jeremy C. Weiss and
Pradeep Ravikumar},
editor = {Gerardo Flores and
George H. Chen and
Tom J. Pollard and
Joyce C. Ho and
Tristan Naumann},
title = {Context-Sensitive Spelling Correction of Clinical Text via Conditional
Independence},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2022, 7-8 April
2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {174},
pages = {234--247},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v174/kim22b.html},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chil/KimWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KimSSWR22,
author = {Juyong Kim and
Abheesht Sharma and
Suhas Shanbhogue and
Jeremy C. Weiss and
Pradeep Ravikumar},
editor = {Wanxiang Che and
Ekaterina Shutova},
title = {AnEMIC: {A} Framework for Benchmarking {ICD} Coding Models},
booktitle = {Proceedings of the The 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022 - System Demonstrations, Abu Dhabi,
UAE, December 7-11, 2022},
pages = {109--120},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-demos.11},
doi = {10.18653/V1/2022.EMNLP-DEMOS.11},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KimSSWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuRRR22,
author = {Bingbin Liu and
Elan Rosenfeld and
Pradeep Kumar Ravikumar and
Andrej Risteski},
title = {Analyzing and Improving the Optimization Landscape of Noise-Contrastive
Estimation},
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=eBS-3YiaIL-},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuRRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MinCRBS22,
author = {So Yeon Min and
Devendra Singh Chaplot and
Pradeep Kumar Ravikumar and
Yonatan Bisk and
Ruslan Salakhutdinov},
title = {{FILM:} Following Instructions in Language with Modular Methods},
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=qI4542Y2s1D},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MinCRBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZCBRS22,
author = {Dinghuai Zhang and
Hongyang Zhang and
Aaron C. Courville and
Yoshua Bengio and
Pradeep Ravikumar and
Arun Sai Suggala},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Building Robust Ensembles via Margin Boosting},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26669--26692},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22aj.html},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZCBRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BelloAR22,
author = {Kevin Bello and
Bryon Aragam and
Pradeep Ravikumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{DAGMA:} Learning DAGs via M-matrices and a Log-Determinant Acyclicity
Characterization},
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/36e2967f87c3362e37cf988781a887ad-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BelloAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KivvaRRA22,
author = {Bohdan Kivva and
Goutham Rajendran and
Pradeep Ravikumar and
Bryon Aragam},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Identifiability of deep generative models without auxiliary information},
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/649f080d8891ab4d4b262cb9cd52e69a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KivvaRRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuHRR22,
author = {Bingbin Liu and
Daniel J. Hsu and
Pradeep Ravikumar and
Andrej Risteski},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Masked Prediction: {A} Parameter Identifiability View},
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/85dd09d356ca561169b2c03e43cf305e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuHRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YehTSLR22,
author = {Chih{-}Kuan Yeh and
Ankur Taly and
Mukund Sundararajan and
Frederick Liu and
Pradeep Ravikumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {First is Better Than Last for Language Data Influence},
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/d07022783ff6f7bf7a288c207b7dcbd1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YehTSLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12293,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Ravikumar},
title = {Understanding Why Generalized Reweighting Does Not Improve Over {ERM}},
journal = {CoRR},
volume = {abs/2201.12293},
year = {2022},
url = {https://arxiv.org/abs/2201.12293},
eprinttype = {arXiv},
eprint = {2201.12293},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06856,
author = {Elan Rosenfeld and
Pradeep Ravikumar and
Andrej Risteski},
title = {Domain-Adjusted Regression or: {ERM} May Already Learn Features Sufficient
for Out-of-Distribution Generalization},
journal = {CoRR},
volume = {abs/2202.06856},
year = {2022},
url = {https://arxiv.org/abs/2202.06856},
eprinttype = {arXiv},
eprint = {2202.06856},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-09305,
author = {Bingbin Liu and
Daniel Hsu and
Pradeep Ravikumar and
Andrej Risteski},
title = {Masked prediction tasks: a parameter identifiability view},
journal = {CoRR},
volume = {abs/2202.09305},
year = {2022},
url = {https://arxiv.org/abs/2202.09305},
eprinttype = {arXiv},
eprint = {2202.09305},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-09305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11844,
author = {Chih{-}Kuan Yeh and
Ankur Taly and
Mukund Sundararajan and
Frederick Liu and
Pradeep Ravikumar},
title = {First is Better Than Last for Training Data Influence},
journal = {CoRR},
volume = {abs/2202.11844},
year = {2022},
url = {https://arxiv.org/abs/2202.11844},
eprinttype = {arXiv},
eprint = {2202.11844},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11919,
author = {Chih{-}Kuan Yeh and
Kuan{-}Yun Lee and
Frederick Liu and
Pradeep Ravikumar},
title = {Threading the Needle of On and Off-Manifold Value Functions for Shapley
Explanations},
journal = {CoRR},
volume = {abs/2202.11919},
year = {2022},
url = {https://arxiv.org/abs/2202.11919},
eprinttype = {arXiv},
eprint = {2202.11919},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12451,
author = {Chih{-}Kuan Yeh and
Been Kim and
Pradeep Ravikumar},
title = {Human-Centered Concept Explanations for Neural Networks},
journal = {CoRR},
volume = {abs/2202.12451},
year = {2022},
url = {https://arxiv.org/abs/2202.12451},
eprinttype = {arXiv},
eprint = {2202.12451},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00870,
author = {Che{-}Ping Tsai and
Chih{-}Kuan Yeh and
Pradeep Ravikumar},
title = {Faith-Shap: The Faithful Shapley Interaction Index},
journal = {CoRR},
volume = {abs/2203.00870},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00870},
doi = {10.48550/ARXIV.2203.00870},
eprinttype = {arXiv},
eprint = {2203.00870},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03362,
author = {Dinghuai Zhang and
Hongyang Zhang and
Aaron C. Courville and
Yoshua Bengio and
Pradeep Ravikumar and
Arun Sai Suggala},
title = {Building Robust Ensembles via Margin Boosting},
journal = {CoRR},
volume = {abs/2206.03362},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03362},
doi = {10.48550/ARXIV.2206.03362},
eprinttype = {arXiv},
eprint = {2206.03362},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10044,
author = {Bohdan Kivva and
Goutham Rajendran and
Pradeep Ravikumar and
Bryon Aragam},
title = {Identifiability of deep generative models under mixture priors without
auxiliary information},
journal = {CoRR},
volume = {abs/2206.10044},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10044},
doi = {10.48550/ARXIV.2206.10044},
eprinttype = {arXiv},
eprint = {2206.10044},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14966,
author = {Andrew Bai and
Chih{-}Kuan Yeh and
Pradeep Ravikumar and
Neil Y. C. Lin and
Cho{-}Jui Hsieh},
title = {Concept Gradient: Concept-based Interpretation Without Linear Assumption},
journal = {CoRR},
volume = {abs/2208.14966},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14966},
doi = {10.48550/ARXIV.2208.14966},
eprinttype = {arXiv},
eprint = {2208.14966},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08037,
author = {Kevin Bello and
Bryon Aragam and
Pradeep Ravikumar},
title = {{DAGMA:} Learning DAGs via M-matrices and a Log-Determinant Acyclicity
Characterization},
journal = {CoRR},
volume = {abs/2209.08037},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08037},
doi = {10.48550/ARXIV.2209.08037},
eprinttype = {arXiv},
eprint = {2209.08037},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03594,
author = {Rattana Pukdee and
Dylan Sam and
Maria{-}Florina Balcan and
Pradeep Ravikumar},
title = {Label Propagation with Weak Supervision},
journal = {CoRR},
volume = {abs/2210.03594},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03594},
doi = {10.48550/ARXIV.2210.03594},
eprinttype = {arXiv},
eprint = {2210.03594},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12606,
author = {Maria{-}Florina Balcan and
Rattana Pukdee and
Pradeep Ravikumar and
Hongyang Zhang},
title = {Nash Equilibria and Pitfalls of Adversarial Training in Adversarial
Robustness Games},
journal = {CoRR},
volume = {abs/2210.12606},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12606},
doi = {10.48550/ARXIV.2210.12606},
eprinttype = {arXiv},
eprint = {2210.12606},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeLDR021,
author = {Sijie He and
Xinyan Li and
Timothy DelSole and
Pradeep Ravikumar and
Arindam Banerjee},
title = {Sub-Seasonal Climate Forecasting via Machine Learning: Challenges,
Analysis, and Advances},
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 = {169--177},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16090},
doi = {10.1609/AAAI.V35I1.16090},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeLDR021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KimRAO20,
author = {Juyong Kim and
Pradeep Ravikumar and
Joshua Ainslie and
Santiago Onta{\~{n}}{\'{o}}n},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Improving Compositional Generalization in Classification Tasks via
Structure Annotations},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {637--645},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.81},
doi = {10.18653/V1/2021.ACL-SHORT.81},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/KimRAO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuRR21,
author = {Bingbin Liu and
Pradeep Ravikumar and
Andrej Risteski},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Contrastive learning of strong-mixing continuous-time stochastic processes},
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 = {3151--3159},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/liu21h.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SuggalaRN21,
author = {Arun Sai Suggala and
Pradeep Ravikumar and
Praneeth Netrapalli},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Efficient Bandit Convex Optimization: Beyond Linear Losses},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {4008--4067},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/suggala21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/SuggalaRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HsiehYLRKKH21,
author = {Cheng{-}Yu Hsieh and
Chih{-}Kuan Yeh and
Xuanqing Liu and
Pradeep Kumar Ravikumar and
Seungyeon Kim and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Evaluations and Methods for Explanation through Robustness Analysis},
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=4dXmpCDGNp7},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HsiehYLRKKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RosenfeldRR21,
author = {Elan Rosenfeld and
Pradeep Kumar Ravikumar and
Andrej Risteski},
title = {The Risks of Invariant Risk Minimization},
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=BbNIbVPJ-42},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RosenfeldRR21.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/icml/Zhai0KR21,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Ravikumar},
editor = {Marina Meila and
Tong Zhang},
title = {{DORO:} Distributional and Outlier Robust Optimization},
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 = {12345--12355},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhai21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhai0KR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MalikLR21,
author = {Dhruv Malik and
Yuanzhi Li and
Pradeep Ravikumar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {When Is Generalizable Reinforcement Learning Tractable?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8032--8045},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/437d46a857214c997956eaf0e3b21a55-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MalikLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KivvaRRA21,
author = {Bohdan Kivva and
Goutham Rajendran and
Pradeep Ravikumar and
Bryon Aragam},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning latent causal graphs via mixture oracles},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18087--18101},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/966aad8981dcc75b5b8ab04427a833b2-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KivvaRRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaiDSKR21,
author = {Runtian Zhai and
Chen Dan and
Arun Sai Suggala and
J. Zico Kolter and
Pradeep Ravikumar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Boosted CVaR Classification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21860--21871},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b691334ccf10d4ab144d672f7783c8a3-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaiDSKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SrinivasanK0R21,
author = {Vishwak Srinivasan and
Justin Khim and
Arindam Banerjee and
Pradeep Ravikumar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Subseasonal climate prediction in the western {US} using Bayesian
spatial models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {961--970},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/srinivasan21b.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/SrinivasanK0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/YehKR21,
author = {Chih{-}Kuan Yeh and
Been Kim and
Pradeep Ravikumar},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker},
title = {Human-Centered Concept Explanations for Neural Networks},
booktitle = {Neuro-Symbolic Artificial Intelligence: The State of the Art},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {342},
pages = {337--352},
publisher = {{IOS} Press},
year = {2021},
url = {https://doi.org/10.3233/FAIA210362},
doi = {10.3233/FAIA210362},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/YehKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00300,
author = {Dhruv Malik and
Yuanzhi Li and
Pradeep Ravikumar},
title = {When Is Generalizable Reinforcement Learning Tractable?},
journal = {CoRR},
volume = {abs/2101.00300},
year = {2021},
url = {https://arxiv.org/abs/2101.00300},
eprinttype = {arXiv},
eprint = {2101.00300},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00300.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-2102-13128,
author = {Elan Rosenfeld and
Pradeep Ravikumar and
Andrej Risteski},
title = {An Online Learning Approach to Interpolation and Extrapolation in
Domain Generalization},
journal = {CoRR},
volume = {abs/2102.13128},
year = {2021},
url = {https://arxiv.org/abs/2102.13128},
eprinttype = {arXiv},
eprint = {2102.13128},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02740,
author = {Bingbin Liu and
Pradeep Ravikumar and
Andrej Risteski},
title = {Contrastive learning of strong-mixing continuous-time stochastic processes},
journal = {CoRR},
volume = {abs/2103.02740},
year = {2021},
url = {https://arxiv.org/abs/2103.02740},
eprinttype = {arXiv},
eprint = {2103.02740},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07232,
author = {David I. Inouye and
Zeyu Zhou and
Ziyu Gong and
Pradeep Ravikumar},
title = {Iterative Barycenter Flows},
journal = {CoRR},
volume = {abs/2104.07232},
year = {2021},
url = {https://arxiv.org/abs/2104.07232},
eprinttype = {arXiv},
eprint = {2104.07232},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06142,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Ravikumar},
title = {{DORO:} Distributional and Outlier Robust Optimization},
journal = {CoRR},
volume = {abs/2106.06142},
year = {2021},
url = {https://arxiv.org/abs/2106.06142},
eprinttype = {arXiv},
eprint = {2106.06142},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10434,
author = {Juyong Kim and
Pradeep Ravikumar and
Joshua Ainslie and
Santiago Onta{\~{n}}{\'{o}}n},
title = {Improving Compositional Generalization in Classification Tasks via
Structure Annotations},
journal = {CoRR},
volume = {abs/2106.10434},
year = {2021},
url = {https://arxiv.org/abs/2106.10434},
eprinttype = {arXiv},
eprint = {2106.10434},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15563,
author = {Bohdan Kivva and
Goutham Rajendran and
Pradeep Ravikumar and
Bryon Aragam},
title = {Learning latent causal graphs via mixture oracles},
journal = {CoRR},
volume = {abs/2106.15563},
year = {2021},
url = {https://arxiv.org/abs/2106.15563},
eprinttype = {arXiv},
eprint = {2106.15563},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11483,
author = {Che{-}Ping Tsai and
Adarsh Prasad and
Sivaraman Balakrishnan and
Pradeep Ravikumar},
title = {Heavy-tailed Streaming Statistical Estimation},
journal = {CoRR},
volume = {abs/2108.11483},
year = {2021},
url = {https://arxiv.org/abs/2108.11483},
eprinttype = {arXiv},
eprint = {2108.11483},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07342,
author = {So Yeon Min and
Devendra Singh Chaplot and
Pradeep Ravikumar and
Yonatan Bisk and
Ruslan Salakhutdinov},
title = {{FILM:} Following Instructions in Language with Modular Methods},
journal = {CoRR},
volume = {abs/2110.07342},
year = {2021},
url = {https://arxiv.org/abs/2110.07342},
eprinttype = {arXiv},
eprint = {2110.07342},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11271,
author = {Bingbin Liu and
Elan Rosenfeld and
Pradeep Ravikumar and
Andrej Risteski},
title = {Analyzing and Improving the Optimization Landscape of Noise-Contrastive
Estimation},
journal = {CoRR},
volume = {abs/2110.11271},
year = {2021},
url = {https://arxiv.org/abs/2110.11271},
eprinttype = {arXiv},
eprint = {2110.11271},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13948,
author = {Runtian Zhai and
Chen Dan and
Arun Sai Suggala and
J. Zico Kolter and
Pradeep Ravikumar},
title = {Boosted CVaR Classification},
journal = {CoRR},
volume = {abs/2110.13948},
year = {2021},
url = {https://arxiv.org/abs/2110.13948},
eprinttype = {arXiv},
eprint = {2110.13948},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhengDARX20,
author = {Xun Zheng and
Chen Dan and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Learning Sparse Nonparametric DAGs},
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 = {3414--3425},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/zheng20a.html},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhengDARX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PrasadBR20,
author = {Adarsh Prasad and
Sivaraman Balakrishnan and
Pradeep Ravikumar},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {A Robust Univariate Mean Estimator is All You Need},
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 = {4034--4044},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/prasad20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PrasadBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PariaYYXRP20,
author = {Biswajit Paria and
Chih{-}Kuan Yeh and
Ian En{-}Hsu Yen and
Ning Xu and
Pradeep Ravikumar and
Barnab{\'{a}}s P{\'{o}}czos},
title = {Minimizing FLOPs to Learn Efficient Sparse Representations},
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=SygpC6Ntvr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PariaYYXRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaiDHZGRH020,
author = {Runtian Zhai and
Chen Dan and
Di He and
Huan Zhang and
Boqing Gong and
Pradeep Ravikumar and
Cho{-}Jui Hsieh and
Liwei Wang},
title = {{MACER:} Attack-free and Scalable Robust Training via Maximizing Certified
Radius},
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=rJx1Na4Fwr},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhaiDHZGRH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001WR20,
author = {Chen Dan and
Yuting Wei and
Pradeep Ravikumar},
title = {Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification},
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 = {2345--2355},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001WR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhimLPR20,
author = {Justin Khim and
Liu Leqi and
Adarsh Prasad and
Pradeep Ravikumar},
title = {Uniform Convergence of Rank-weighted Learning},
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 = {5254--5263},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/khim20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KhimLPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RosenfeldWRK20,
author = {Elan Rosenfeld and
Ezra Winston and
Pradeep Ravikumar and
J. Zico Kolter},
title = {Certified Robustness to Label-Flipping Attacks via Randomized Smoothing},
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 = {8230--8241},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rosenfeld20b.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RosenfeldWRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Xu0KR20,
author = {Ziyu Xu and
Chen Dan and
Justin Khim and
Pradeep Ravikumar},
title = {Class-Weighted Classification: Trade-offs and Robust Approaches},
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 = {10544--10554},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Xu0KR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimGKWR20,
author = {Juyong Kim and
Linyuan Gong and
Justin Khim and
Jeremy C. Weiss and
Pradeep Ravikumar},
editor = {Emily Alsentzer and
Matthew B. A. McDermott and
Fabian Falck and
Suproteem K. Sarkar and
Subhrajit Roy and
Stephanie L. Hyland},
title = {Improved Clinical Abbreviation Expansion via Non-Sense-Based Approaches},
booktitle = {Machine Learning for Health Workshop, ML4H@NeurIPS 2020, Virtual Event,
11 December 2020},
series = {Proceedings of Machine Learning Research},
volume = {136},
pages = {161--178},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v136/kim20a.html},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KimGKWR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PrasadSBR20,
author = {Adarsh Prasad and
Vishwak Srinivasan and
Sivaraman Balakrishnan and
Pradeep Ravikumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {On Learning Ising Models under Huber's Contamination Model},
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/bca382c81484983f2d437f97d1e141f3-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PrasadSBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuggalaLR20,
author = {Arun Sai Suggala and
Bingbin Liu and
Pradeep Ravikumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Generalized Boosting},
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/63f44623dd8686aba388944c8810087f-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SuggalaLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YehKALPR20,
author = {Chih{-}Kuan Yeh and
Been Kim and
Sercan {\"{O}}mer Arik and
Chun{-}Liang Li and
Tomas Pfister and
Pradeep Ravikumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {On Completeness-aware Concept-Based Explanations in Deep Neural Networks},
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/ecb287ff763c169694f682af52c1f309-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YehKALPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/InouyeLKAR20,
author = {David I. Inouye and
Liu Leqi and
Joon Sik Kim and
Bryon Aragam and
Pradeep Ravikumar},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Automated Dependence Plots},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1238--1247},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/inouye20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/InouyeLKAR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02378,
author = {Runtian Zhai and
Chen Dan and
Di He and
Huan Zhang and
Boqing Gong and
Pradeep Ravikumar and
Cho{-}Jui Hsieh and
Liwei Wang},
title = {{MACER:} Attack-free and Scalable Robust Training via Maximizing Certified
Radius},
journal = {CoRR},
volume = {abs/2001.02378},
year = {2020},
url = {http://arxiv.org/abs/2001.02378},
eprinttype = {arXiv},
eprint = {2001.02378},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03018,
author = {Elan Rosenfeld and
Ezra Winston and
Pradeep Ravikumar and
J. Zico Kolter},
title = {Certified Robustness to Label-Flipping Attacks via Randomized Smoothing},
journal = {CoRR},
volume = {abs/2002.03018},
year = {2020},
url = {https://arxiv.org/abs/2002.03018},
eprinttype = {arXiv},
eprint = {2002.03018},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05665,
author = {Biswajit Paria and
Chih{-}Kuan Yeh and
Ian En{-}Hsu Yen and
Ning Xu and
Pradeep Ravikumar and
Barnab{\'{a}}s P{\'{o}}czos},
title = {Minimizing FLOPs to Learn Efficient Sparse Representations},
journal = {CoRR},
volume = {abs/2004.05665},
year = {2020},
url = {https://arxiv.org/abs/2004.05665},
eprinttype = {arXiv},
eprint = {2004.05665},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12914,
author = {Ziyu Xu and
Chen Dan and
Justin Khim and
Pradeep Ravikumar},
title = {Class-Weighted Classification: Trade-offs and Robust Approaches},
journal = {CoRR},
volume = {abs/2005.12914},
year = {2020},
url = {https://arxiv.org/abs/2005.12914},
eprinttype = {arXiv},
eprint = {2005.12914},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00442,
author = {Cheng{-}Yu Hsieh and
Chih{-}Kuan Yeh and
Xuanqing Liu and
Pradeep Ravikumar and
Seungyeon Kim and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Evaluations and Methods for Explanation through Robustness Analysis},
journal = {CoRR},
volume = {abs/2006.00442},
year = {2020},
url = {https://arxiv.org/abs/2006.00442},
eprinttype = {arXiv},
eprint = {2006.00442},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07972,
author = {Sijie He and
Xinyan Li and
Timothy DelSole and
Pradeep Ravikumar and
Arindam Banerjee},
title = {Sub-Seasonal Climate Forecasting via Machine Learning: Challenges,
Analysis, and Advances},
journal = {CoRR},
volume = {abs/2006.07972},
year = {2020},
url = {https://arxiv.org/abs/2006.07972},
eprinttype = {arXiv},
eprint = {2006.07972},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11430,
author = {Kartik Gupta and
Arun Sai Suggala and
Adarsh Prasad and
Praneeth Netrapalli and
Pradeep Ravikumar},
title = {Learning Minimax Estimators via Online Learning},
journal = {CoRR},
volume = {abs/2006.11430},
year = {2020},
url = {https://arxiv.org/abs/2006.11430},
eprinttype = {arXiv},
eprint = {2006.11430},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16384,
author = {Chen Dan and
Yuting Wei and
Pradeep Ravikumar},
title = {Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification},
journal = {CoRR},
volume = {abs/2006.16384},
year = {2020},
url = {https://arxiv.org/abs/2006.16384},
eprinttype = {arXiv},
eprint = {2006.16384},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05761,
author = {Elan Rosenfeld and
Pradeep Ravikumar and
Andrej Risteski},
title = {The Risks of Invariant Risk Minimization},
journal = {CoRR},
volume = {abs/2010.05761},
year = {2020},
url = {https://arxiv.org/abs/2010.05761},
eprinttype = {arXiv},
eprint = {2010.05761},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10713,
author = {Han Zhao and
Chen Dan and
Bryon Aragam and
Tommi S. Jaakkola and
Geoffrey J. Gordon and
Pradeep Ravikumar},
title = {Fundamental Limits and Tradeoffs in Invariant Representation Learning},
journal = {CoRR},
volume = {abs/2012.10713},
year = {2020},
url = {https://arxiv.org/abs/2012.10713},
eprinttype = {arXiv},
eprint = {2012.10713},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BhattRM19,
author = {Umang Bhatt and
Pradeep Ravikumar and
Jos{\'{e}} M. F. Moura},
title = {Building Human-Machine Trust via Interpretability},
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 = {9919--9920},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33019919},
doi = {10.1609/AAAI.V33I01.33019919},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BhattRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SuggalaPNR19,
author = {Arun Sai Suggala and
Adarsh Prasad and
Vaishnavh Nagarajan and
Pradeep Ravikumar},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Revisiting Adversarial Risk},
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 = {2331--2339},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/suggala19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SuggalaPNR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SuggalaBR019,
author = {Arun Sai Suggala and
Kush Bhatia and
Pradeep Ravikumar and
Prateek Jain},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2892--2897},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/suggala19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/SuggalaBR019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DanWZZR19,
author = {Chen Dan and
Hong Wang and
Hongyang Zhang and
Yuchen Zhou and
Pradeep Ravikumar},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Optimal Analysis of Subset-Selection Based L{\_}p Low-Rank Approximation},
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 = {2537--2548},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/80a8155eb153025ea1d513d0b2c4b675-Abstract.html},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DanWZZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLWLRMC19,
author = {Fan Yang and
Liu Leqi and
Yifan Wu and
Zachary Chase Lipton and
Pradeep Ravikumar and
Tom M. Mitchell and
William W. Cohen},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Game Design for Eliciting Distinguishable Behavior},
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 = {4686--4695},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cc70903297fe1e25537ae50aea186306-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangLWLRMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YehHSIR19,
author = {Chih{-}Kuan Yeh and
Cheng{-}Yu Hsieh and
Arun Sai Suggala and
David I. Inouye and
Pradeep Ravikumar},
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 the (In)fidelity and Sensitivity of Explanations},
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 = {10965--10976},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/a7471fdc77b3435276507cc8f2dc2569-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YehHSIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeqiPR19,
author = {Liu Leqi and
Adarsh Prasad and
Pradeep Ravikumar},
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 Human-Aligned Risk Minimization},
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 = {15029--15038},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cd6b73b67c77edeaff94e24b961119dd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeqiPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09392,
author = {Chih{-}Kuan Yeh and
Cheng{-}Yu Hsieh and
Arun Sai Suggala and
David I. Inouye and
Pradeep Ravikumar},
title = {How Sensitive are Sensitivity-Based Explanations?},
journal = {CoRR},
volume = {abs/1901.09392},
year = {2019},
url = {http://arxiv.org/abs/1901.09392},
eprinttype = {arXiv},
eprint = {1901.09392},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10040,
author = {Umang Bhatt and
Pradeep Ravikumar and
Jos{\'{e}} M. F. Moura},
title = {Towards Aggregating Weighted Feature Attributions},
journal = {CoRR},
volume = {abs/1901.10040},
year = {2019},
url = {http://arxiv.org/abs/1901.10040},
eprinttype = {arXiv},
eprint = {1901.10040},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-08192,
author = {Arun Sai Suggala and
Kush Bhatia and
Pradeep Ravikumar and
Prateek Jain},
title = {Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression},
journal = {CoRR},
volume = {abs/1903.08192},
year = {2019},
url = {http://arxiv.org/abs/1903.08192},
eprinttype = {arXiv},
eprint = {1903.08192},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-08192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00927,
author = {Adarsh Prasad and
Sivaraman Balakrishnan and
Pradeep Ravikumar},
title = {A Unified Approach to Robust Mean Estimation},
journal = {CoRR},
volume = {abs/1907.00927},
year = {2019},
url = {http://arxiv.org/abs/1907.00927},
eprinttype = {arXiv},
eprint = {1907.00927},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13189,
author = {Xun Zheng and
Chen Dan and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
title = {Learning Sparse Nonparametric DAGs},
journal = {CoRR},
volume = {abs/1909.13189},
year = {2019},
url = {http://arxiv.org/abs/1909.13189},
eprinttype = {arXiv},
eprint = {1909.13189},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07969,
author = {Chih{-}Kuan Yeh and
Been Kim and
Sercan {\"{O}}mer Arik and
Chun{-}Liang Li and
Pradeep Ravikumar and
Tomas Pfister},
title = {On Concept-Based Explanations in Deep Neural Networks},
journal = {CoRR},
volume = {abs/1910.07969},
year = {2019},
url = {http://arxiv.org/abs/1910.07969},
eprinttype = {arXiv},
eprint = {1910.07969},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13618,
author = {Chen Dan and
Hong Wang and
Hongyang Zhang and
Yuchen Zhou and
Pradeep Ravikumar},
title = {Optimal Analysis of Subset-Selection Based L{\_}p Low Rank Approximation},
journal = {CoRR},
volume = {abs/1910.13618},
year = {2019},
url = {http://arxiv.org/abs/1910.13618},
eprinttype = {arXiv},
eprint = {1910.13618},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01108,
author = {David I. Inouye and
Liu Leqi and
Joon Sik Kim and
Bryon Aragam and
Pradeep Ravikumar},
title = {Diagnostic Curves for Black Box Models},
journal = {CoRR},
volume = {abs/1912.01108},
year = {2019},
url = {http://arxiv.org/abs/1912.01108},
eprinttype = {arXiv},
eprint = {1912.01108},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06074,
author = {Fan Yang and
Liu Leqi and
Yifan Wu and
Zachary C. Lipton and
Pradeep Ravikumar and
William W. Cohen and
Tom M. Mitchell},
title = {Game Design for Eliciting Distinguishable Behavior},
journal = {CoRR},
volume = {abs/1912.06074},
year = {2019},
url = {http://arxiv.org/abs/1912.06074},
eprinttype = {arXiv},
eprint = {1912.06074},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NoothigattuGADR18,
author = {Ritesh Noothigattu and
Snehalkumar (Neil) S. Gaikwad and
Edmond Awad and
Sohan Dsouza and
Iyad Rahwan and
Pradeep Ravikumar and
Ariel D. Procaccia},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {A Voting-Based System for Ethical Decision Making},
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 = {1587--1594},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11512},
doi = {10.1609/AAAI.V32I1.11512},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NoothigattuGADR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuYXXBCRW18,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Kun Xu and
Fangli Xu and
Avinash Balakrishnan and
Pin{-}Yu Chen and
Pradeep Ravikumar and
Michael J. Witbrock},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Word Mover's Embedding: From Word2Vec to Document Embedding},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4524--4534},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/D18-1482/},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuYXXBCRW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/InouyeR18,
author = {David I. Inouye and
Pradeep Ravikumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Deep Density Destructors},
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 = {2172--2180},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/inouye18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/InouyeR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YanKZR18,
author = {Bowei Yan and
Oluwasanmi Koyejo and
Kai Zhong and
Pradeep Ravikumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Binary Classification with Karmic, Threshold-Quasi-Concave Metrics},
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 = {5527--5536},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/yan18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YanKZR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenKYHKR18,
author = {Ian En{-}Hsu Yen and
Satyen Kale and
Felix X. Yu and
Daniel Niels Holtmann{-}Rice and
Sanjiv Kumar and
Pradeep Ravikumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Loss Decomposition for Fast Learning in Large Output Spaces},
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 = {5626--5635},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/yen18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenKYHKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YehKYR18,
author = {Chih{-}Kuan Yeh and
Joon Sik Kim and
Ian En{-}Hsu Yen and
Pradeep Ravikumar},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Representer Point Selection for Explaining Deep Neural Networks},
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 = {9311--9321},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8a7129b8f3edd95b7d969dfc2c8e9d9d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YehKYR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DanLARX18,
author = {Chen Dan and
Liu Leqi and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {The Sample Complexity of Semi-Supervised Learning with Nonparametric
Mixture Models},
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 = {9344--9354},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8ba6c657b03fc7c8dd4dff8e45defcd2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DanLARX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengARX18,
author = {Xun Zheng and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {DAGs with {NO} {TEARS:} Continuous Optimization for Structure Learning},
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 = {9492--9503},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e347c51419ffb23ca3fd5050202f9c3d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhengARX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuggalaPR18,
author = {Arun Sai Suggala and
Adarsh Prasad and
Pradeep Ravikumar},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Connecting Optimization and Regularization Paths},
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 = {10631--10641},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/6459257ddab7b85bf4b57845e875e4d4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SuggalaPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenLZCRL18,
author = {Ian En{-}Hsu Yen and
Wei{-}Cheng Lee and
Kai Zhong and
Sung{-}En Chang and
Pradeep Ravikumar and
Shou{-}De Lin},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization},
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 = {10891--10899},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/09779bb7930c8a0a44360e12b538ae3c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenLZCRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04397,
author = {Bryon Aragam and
Chen Dan and
Pradeep Ravikumar and
Eric P. Xing},
title = {Identifiability of Nonparametric Mixture Models and Bayes Optimal
Clustering},
journal = {CoRR},
volume = {abs/1802.04397},
year = {2018},
url = {http://arxiv.org/abs/1802.04397},
eprinttype = {arXiv},
eprint = {1802.04397},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04956,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Fangli Xu and
Pradeep Ravikumar and
Michael Witbrock},
title = {{D2KE:} From Distance to Kernel and Embedding},
journal = {CoRR},
volume = {abs/1802.04956},
year = {2018},
url = {http://arxiv.org/abs/1802.04956},
eprinttype = {arXiv},
eprint = {1802.04956},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06485,
author = {Adarsh Prasad and
Arun Sai Suggala and
Sivaraman Balakrishnan and
Pradeep Ravikumar},
title = {Robust Estimation via Robust Gradient Estimation},
journal = {CoRR},
volume = {abs/1802.06485},
year = {2018},
url = {http://arxiv.org/abs/1802.06485},
eprinttype = {arXiv},
eprint = {1802.06485},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01422,
author = {Xun Zheng and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
title = {DAGs with {NO} {TEARS:} Smooth Optimization for Structure Learning},
journal = {CoRR},
volume = {abs/1803.01422},
year = {2018},
url = {http://arxiv.org/abs/1803.01422},
eprinttype = {arXiv},
eprint = {1803.01422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10406,
author = {Simon S. Du and
Yining Wang and
Sivaraman Balakrishnan and
Pradeep Ravikumar and
Aarti Singh},
title = {Robust Nonparametric Regression under Huber's {\(\epsilon\)}-contamination
Model},
journal = {CoRR},
volume = {abs/1805.10406},
year = {2018},
url = {http://arxiv.org/abs/1805.10406},
eprinttype = {arXiv},
eprint = {1805.10406},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00640,
author = {Bowei Yan and
Oluwasanmi Koyejo and
Kai Zhong and
Pradeep Ravikumar},
title = {Binary Classification with Karmic, Threshold-Quasi-Concave Metrics},
journal = {CoRR},
volume = {abs/1806.00640},
year = {2018},
url = {http://arxiv.org/abs/1806.00640},
eprinttype = {arXiv},
eprint = {1806.00640},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02924,
author = {Arun Sai Suggala and
Adarsh Prasad and
Vaishnavh Nagarajan and
Pradeep Ravikumar},
title = {On Adversarial Risk and Training},
journal = {CoRR},
volume = {abs/1806.02924},
year = {2018},
url = {http://arxiv.org/abs/1806.02924},
eprinttype = {arXiv},
eprint = {1806.02924},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03073,
author = {Chen Dan and
Liu Leqi and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
title = {Sample Complexity of Nonparametric Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1809.03073},
year = {2018},
url = {http://arxiv.org/abs/1809.03073},
eprinttype = {arXiv},
eprint = {1809.03073},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-04754,
author = {Sung{-}En Chang and
Xun Zheng and
Ian En{-}Hsu Yen and
Pradeep Ravikumar and
Rose Yu},
title = {Learning Tensor Latent Features},
journal = {CoRR},
volume = {abs/1810.04754},
year = {2018},
url = {http://arxiv.org/abs/1810.04754},
eprinttype = {arXiv},
eprint = {1810.04754},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-04754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01713,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Kun Xu and
Fangli Xu and
Avinash Balakrishnan and
Pin{-}Yu Chen and
Pradeep Ravikumar and
Michael J. Witbrock},
title = {Word Mover's Embedding: From Word2Vec to Document Embedding},
journal = {CoRR},
volume = {abs/1811.01713},
year = {2018},
url = {http://arxiv.org/abs/1811.01713},
eprinttype = {arXiv},
eprint = {1811.01713},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09720,
author = {Chih{-}Kuan Yeh and
Joon Sik Kim and
Ian En{-}Hsu Yen and
Pradeep Ravikumar},
title = {Representer Point Selection for Explaining Deep Neural Networks},
journal = {CoRR},
volume = {abs/1811.09720},
year = {2018},
url = {http://arxiv.org/abs/1811.09720},
eprinttype = {arXiv},
eprint = {1811.09720},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NatarajanDRT17,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
title = {Cost-Sensitive Learning with Noisy Labels},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {155:1--155:33},
year = {2017},
url = {http://jmlr.org/papers/v18/15-226.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NatarajanDRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiYCR17,
author = {Tianyang Li and
Xinyang Yi and
Constantine Caramanis and
Pradeep Ravikumar},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Minimax Gaussian Classification {\&} Clustering},
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 = {1--9},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/li17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiYCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangYRD17,
author = {Jiong Zhang and
Ian En{-}Hsu Yen and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scalable Convex Multiple Sequence Alignment via Entropy-Regularized
Dual Decomposition},
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 = {1514--1522},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangYRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangYZHRD17,
author = {Xiangru Huang and
Ian En{-}Hsu Yen and
Ruohan Zhang and
Qixing Huang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Greedy Direction Method of Multiplier for {MAP} Inference of Large
Output Domain},
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 = {1550--1559},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/huang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangYZHRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiYWDR17,
author = {Qi Lei and
Ian En{-}Hsu Yen and
Chao{-}Yuan Wu and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical
Risk Minimization},
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 = {2034--2042},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lei17b.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiYWDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuggalaYR17,
author = {Arun Sai Suggala and
Eunho Yang and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Ordinal Graphical Models: {A} Tale of Two Approaches},
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 = {3260--3269},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/suggala17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuggalaYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLCSLR17,
author = {Ian En{-}Hsu Yen and
Wei{-}Cheng Lee and
Sung{-}En Chang and
Arun Sai Suggala and
Shou{-}De Lin and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Latent Feature Lasso},
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 = {3949--3957},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yen17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLCSLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YenHDRDX17,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Wei Dai and
Pradeep Ravikumar and
Inderjit S. Dhillon and
Eric P. Xing},
title = {PPDsparse: {A} Parallel Primal-Dual Sparse Method for Extreme Classification},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {545--553},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098083},
doi = {10.1145/3097983.3098083},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YenHDRDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuggalaKR17,
author = {Arun Sai Suggala and
Mladen Kolar and
Pradeep Ravikumar},
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 = {The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential
Densities},
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 = {4446--4456},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/fd69dbe29f156a7ef876a40a94f65599-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/SuggalaKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PrasadNR17,
author = {Adarsh Prasad and
Alexandru Niculescu{-}Mizil and
Pradeep Ravikumar},
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 = {On Separability of Loss Functions, and Revisiting Discriminative Vs
Generative Models},
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 = {7050--7059},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/50cf0763d8eb871776d4f28b39deb564-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PrasadNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06692,
author = {Ritesh Noothigattu and
Snehalkumar (Neil) S. Gaikwad and
Edmond Awad and
Sohan Dsouza and
Iyad Rahwan and
Pradeep Ravikumar and
Ariel D. Procaccia},
title = {A Voting-Based System for Ethical Decision Making},
journal = {CoRR},
volume = {abs/1709.06692},
year = {2017},
url = {http://arxiv.org/abs/1709.06692},
eprinttype = {arXiv},
eprint = {1709.06692},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/WanABYRAL16,
author = {Ying{-}Wooi Wan and
Genevera I. Allen and
Yulia Baker and
Eunho Yang and
Pradeep Ravikumar and
Matthew Anderson and
Zhandong Liu},
title = {{XMRF:} an {R} package to fit Markov Networks to high-throughput genetics
data},
journal = {{BMC} Syst. Biol.},
volume = {10},
number = {{S-3}},
pages = {69},
year = {2016},
url = {https://doi.org/10.1186/s12918-016-0313-0},
doi = {10.1186/S12918-016-0313-0},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcsb/WanABYRAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarajanKRD16,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Optimal Classification with Multivariate Losses},
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 = {1530--1538},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/natarajan16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarajanKRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLZRD16,
author = {Ian En{-}Hsu Yen and
Xin Lin and
Jiong Zhang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif
Discovery},
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 = {2272--2280},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/yena16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLZRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/InouyeRD16,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Square Root Graphical Models: Multivariate Generalizations of Univariate
Exponential Families that Permit Positive Dependencies},
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 = {2445--2453},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/inouye16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/InouyeRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenHRZD16,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Pradeep Ravikumar and
Kai Zhong and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {PD-Sparse : {A} Primal and Dual Sparse Approach to Extreme Multiclass
and Multilabel Classification},
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 = {3069--3077},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/yenb16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenHRZD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenHZZRD16,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Kai Zhong and
Ruohan Zhang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Dual Decomposed Learning with Factorwise Oracle for Structural {SVM}
of Large Output Domain},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {5024--5032},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/7e83722522e8aeb7512b7075311316b7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YenHZZRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TandonSRD16,
author = {Rashish Tandon and
Si Si and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Kernel Ridge Regression via Partitioning},
journal = {CoRR},
volume = {abs/1608.01976},
year = {2016},
url = {http://arxiv.org/abs/1608.01976},
eprinttype = {arXiv},
eprint = {1608.01976},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TandonSRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YangRAL15,
author = {Eunho Yang and
Pradeep Ravikumar and
Genevera I. Allen and
Zhandong Liu},
title = {Graphical models via univariate exponential family distributions},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {3813--3847},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912117},
doi = {10.5555/2789272.2912117},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YangRAL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiSRC15,
author = {Yen{-}Huan Li and
Jonathan Scarlett and
Pradeep Ravikumar and
Volkan Cevher},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Sparsistency of 1-Regularized M-Estimators},
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/li15f.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiSRC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TanseyPSR15,
author = {Wesley Tansey and
Oscar Hernan {Madrid Padilla} and
Arun Sai Suggala and
Pradeep Ravikumar},
editor = {Francis R. Bach and
David M. Blei},
title = {Vector-Space Markov Random Fields via Exponential Families},
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 = {684--692},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tansey15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/TanseyPSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PrasadPR15,
author = {Adarsh Prasad and
Harsh H. Pareek and
Pradeep Ravikumar},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributional Rank Aggregation, and an Axiomatic Analysis},
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 = {2104--2112},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/prasad15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PrasadPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLZRD15,
author = {Ian En{-}Hsu Yen and
Xin Lin and
Kai Zhong and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture
Models},
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 = {2418--2426},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLZRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLR15,
author = {Eunho Yang and
Aur{\'{e}}lie C. Lozano and
Pradeep Ravikumar},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Closed-form Estimators for High-dimensional Generalized Linear Models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {586--594},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/17d63b1625c816c22647a73e1482372b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiPR15,
author = {Tianyang Li and
Adarsh Prasad and
Pradeep Ravikumar},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fast Classification Rates for High-dimensional Gaussian Generative
Models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1054--1062},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/192fc044e74dffea144f9ac5dc9f3395-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaoYRD15,
author = {Nikhil Rao and
Hsiang{-}Fu Yu and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Collaborative Filtering with Graph Information: Consistency and Scalable
Methods},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2107--2115},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/f4573fc71c731d5c362f0d7860945b88-Abstract.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RaoYRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SivakumarBR15,
author = {Vidyashankar Sivakumar and
Arindam Banerjee and
Pradeep Ravikumar},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation
with Sub-Exponential Designs},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2206--2214},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/f3f1b7fc5a8779a9e618e1f23a7b7860-Abstract.html},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SivakumarBR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenZHRD15,
author = {Ian En{-}Hsu Yen and
Kai Zhong and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Sparse Linear Programming via Primal and Dual Augmented Coordinate
Descent},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2368--2376},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0966289037ad9846c5e994be2a91bafa-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenZHRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/InouyeRD15,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fixed-Length Poisson {MRF:} Adding Dependencies to the Multinomial},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3213--3221},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/f39ae9ff3a81f499230c4126e01f421b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/InouyeRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD15,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Consistent Multilabel Classification},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3321--3329},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/85f007f8c50dd25f5a45fca73cad64bd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/samos/ZhengRJG15,
author = {Xinnian Zheng and
Pradeep Ravikumar and
Lizy K. John and
Andreas Gerstlauer},
editor = {Dimitrios Soudris and
Luigi Carro},
title = {Learning-based analytical cross-platform performance prediction},
booktitle = {2015 International Conference on Embedded Computer Systems: Architectures,
Modeling, and Simulation, {SAMOS} 2015, Samos, Greece, July 19-23,
2015},
pages = {52--59},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SAMOS.2015.7363659},
doi = {10.1109/SAMOS.2015.7363659},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/samos/ZhengRJG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiPRBS15,
author = {Tianyang Li and
Harsh H. Pareek and
Pradeep Ravikumar and
Dhruv Balwada and
Kevin Speer},
editor = {Marina Meila and
Tom Heskes},
title = {Tracking with ranked signals},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {474--483},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/12.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiPRBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NatarajanKRD15,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Optimal Decision-Theoretic Classification Using Non-Decomposable Performance
Metrics},
journal = {CoRR},
volume = {abs/1505.01802},
year = {2015},
url = {http://arxiv.org/abs/1505.01802},
eprinttype = {arXiv},
eprint = {1505.01802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NatarajanKRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GunasekarRG15,
author = {Suriya Gunasekar and
Pradeep Ravikumar and
Joydeep Ghosh},
title = {Exponential Family Matrix Completion under Structural Constraints},
journal = {CoRR},
volume = {abs/1509.04397},
year = {2015},
url = {http://arxiv.org/abs/1509.04397},
eprinttype = {arXiv},
eprint = {1509.04397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GunasekarRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HsiehSDR14,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
title = {{QUIC:} quadratic approximation for sparse inverse covariance estimation},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2911--2947},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697058},
doi = {10.5555/2627435.2697058},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HsiehSDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangBRAL14,
author = {Eunho Yang and
Yulia Baker and
Pradeep Ravikumar and
Genevera I. Allen and
Zhandong Liu},
title = {Mixed Graphical Models via Exponential Families},
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 = {1042--1050},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/yang14a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangBRAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangLR14,
author = {Eunho Yang and
Aur{\'{e}}lie C. Lozano and
Pradeep Ravikumar},
title = {Elementary Estimators for High-Dimensional Linear Regression},
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 = {388--396},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yangc14.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangLR14a,
author = {Eunho Yang and
Aur{\'{e}}lie C. Lozano and
Pradeep Ravikumar},
title = {Elementary Estimators for Sparse Covariance Matrices and other Structured
Moments},
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 = {397--405},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yangd14.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangLR14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TandonR14,
author = {Rashish Tandon and
Pradeep Ravikumar},
title = {Learning Graphs with a Few Hubs},
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 = {602--610},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/tandon14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TandonR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/InouyeRD14,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Admixture of Poisson MRFs: {A} Topic Model with Word Dependencies},
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 = {683--691},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/inouye14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/InouyeRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GunasekarRG14,
author = {Suriya Gunasekar and
Pradeep Ravikumar and
Joydeep Ghosh},
title = {Exponential Family Matrix Completion under Structural Constraints},
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 = {1917--1925},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/gunasekar14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GunasekarRG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PareekR14,
author = {Harsh H. Pareek and
Pradeep Ravikumar},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {A Representation Theory for Ranking Functions},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {361--369},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/d96409bf894217686ba124d7356686c9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PareekR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenHRD14,
author = {Ian En{-}Hsu Yen and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Constant Nullspace Strong Convexity and Fast Convergence of Proximal
Methods under High-Dimensional Settings},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1008--1016},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f76a89f0cb91bc419542ce9fa43902dc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenHRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehDRBO14,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Stephen Becker and
Peder A. Olsen},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {{QUIC} {\&} {DIRTY:} {A} Quadratic Approximation Approach for
Dirty Statistical Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2006--2014},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/03f544613917945245041ea1581df0c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehDRBO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLR14,
author = {Eunho Yang and
Aur{\'{e}}lie C. Lozano and
Pradeep Ravikumar},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Elementary Estimators for Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2159--2167},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/8ce6790cc6a94e65f17f908f462fae85-Abstract.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TandonSRD14,
author = {Rashish Tandon and
Karthikeyan Shanmugam and
Pradeep Ravikumar and
Alexandros G. Dimakis},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {On the Information Theoretic Limits of Learning Ising Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2303--2311},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/2715518c875999308842e3455eda2fe3-Abstract.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TandonSRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongYDR14,
author = {Kai Zhong and
Ian En{-}Hsu Yen and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Proximal Quasi-Newton for Computationally Intensive L1-regularized
M-estimators},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2375--2383},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/a9eb812238f753132652ae09963a05e9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongYDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenLLRD14,
author = {Ian En{-}Hsu Yen and
Ting{-}Wei Lin and
Shou{-}De Lin and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2456--2464},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/459a4ddcb586f24efd9395aa7662bc7c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenLLRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD14,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Consistent Binary Classification with Generalized Performance Metrics},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2744--2752},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/30c8e1ca872524fbf7ea5c519ca397ee-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/InouyeRD14,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Capturing Semantically Meaningful Word Dependencies with an Admixture
of Poisson MRFs},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3158--3166},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/c7af0926b294e47e52e46cfebe173f20-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/InouyeRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShanmugamTDR14,
author = {Karthikeyan Shanmugam and
Rashish Tandon and
Alexandros G. Dimakis and
Pradeep Ravikumar},
title = {On the Information Theoretic Limits of Learning Ising Models},
journal = {CoRR},
volume = {abs/1411.1434},
year = {2014},
url = {http://arxiv.org/abs/1411.1434},
eprinttype = {arXiv},
eprint = {1411.1434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShanmugamTDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JalaliRS13,
author = {Ali Jalali and
Pradeep Ravikumar and
Sujay Sanghavi},
title = {A Dirty Model for Multiple Sparse Regression},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {12},
pages = {7947--7968},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2280272},
doi = {10.1109/TIT.2013.2280272},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/JalaliRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PareekR13,
author = {Harsh H. Pareek and
Pradeep Ravikumar},
title = {Human Boosting},
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 = {338--346},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/pareek13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/PareekR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangTR13,
author = {Eunho Yang and
Ambuj Tewari and
Pradeep Ravikumar},
editor = {Francesca Rossi},
title = {On Robust Estimation of High Dimensional Generalized Linear Models},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1834--1840},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6828},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YangTR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/TandonR13,
author = {Rashish Tandon and
Pradeep Ravikumar},
title = {On the difficulty of learning power law graphical models},
booktitle = {Proceedings of the 2013 {IEEE} International Symposium on Information
Theory, Istanbul, Turkey, July 7-12, 2013},
pages = {2493--2497},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISIT.2013.6620675},
doi = {10.1109/ISIT.2013.6620675},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/TandonR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangBHRD13,
author = {Huahua Wang and
Arindam Banerjee and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Large Scale Distributed Sparse Precision Estimation},
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 = {584--592},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/52720e003547c70561bf5e03b95aa99f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangBHRD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangR13,
author = {Eunho Yang and
Pradeep Ravikumar},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Dirty Statistical Models},
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 = {611--619},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/8bf1211fd4b7b94528899de0a43b9fb3-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangRAL13,
author = {Eunho Yang and
Pradeep Ravikumar and
Genevera I. Allen and
Zhandong Liu},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Conditional Random Fields via Univariate Exponential Families},
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 = {683--691},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/28f0b864598a1291557bed248a998d4e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangRAL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NatarajanDRT13,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning with Noisy Labels},
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 = {1196--1204},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/3871bd64012152bfb53fdf04b401193f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NatarajanDRT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangRAL13a,
author = {Eunho Yang and
Pradeep Ravikumar and
Genevera I. Allen and
Zhandong Liu},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {On Poisson Graphical Models},
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 = {1718--1726},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/43feaeeecd7b2fe2ae2e26d917b6477d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangRAL13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSDRP13,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Russell A. Poldrack},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {{BIG} {\&} {QUIC:} Sparse Inverse Covariance Estimation for a
Million Variables},
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 = {3165--3173},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/1abb1e1ea5f481b589da52303b091cbb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSDRP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSDR13,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation},
journal = {CoRR},
volume = {abs/1306.3212},
year = {2013},
url = {http://arxiv.org/abs/1306.3212},
eprinttype = {arXiv},
eprint = {1306.3212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSDR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/AgarwalBRW12,
author = {Alekh Agarwal and
Peter L. Bartlett and
Pradeep Ravikumar and
Martin J. Wainwright},
title = {Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic
Convex Optimization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {5},
pages = {3235--3249},
year = {2012},
url = {https://doi.org/10.1109/TIT.2011.2182178},
doi = {10.1109/TIT.2011.2182178},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/AgarwalBRW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlslp/DhillonHSR12,
author = {Inderjit S. Dhillon and
Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Pradeep Ravikumar},
title = {Sparse inverse covariance matrix estimation using quadratic approximation},
booktitle = {2012 Symposium on Machine Learning in Speech and Language Processing,
{MLSLP} 2012, Portland, Oregon, USA, September 14, 2012},
publisher = {{ISCA}},
year = {2012},
url = {http://www.isca-speech.org/archive/mlslp\_2012/ml12\_106.html},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlslp/DhillonHSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangRAL12,
author = {Eunho Yang and
Pradeep Ravikumar and
Genevera I. Allen and
Zhandong Liu},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Graphical Models via Generalized Linear Models},
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 = {1367--1375},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/0ff8033cf9437c213ee13937b1c4c455-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangRAL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehDRB12,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Arindam Banerjee},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation},
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 = {2339--2347},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/184260348236f9554fe9375772ff966e-Abstract.html},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehDRB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JohnsonJR12,
author = {Christopher C. Johnson and
Ali Jalali and
Pradeep Ravikumar},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {High-dimensional Sparse Inverse Covariance Estimation using Greedy
Methods},
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 = {574--582},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/johnson12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JohnsonJR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YangTR12,
author = {Eunho Yang and
Ambuj Tewari and
Pradeep Ravikumar},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Perturbation based Large Margin Approach for Ranking},
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 = {1358--1366},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/yang12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YangTR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4172,
author = {Pradeep Ravikumar and
John D. Lafferty},
title = {Variational Chernoff Bounds for Graphical Models},
journal = {CoRR},
volume = {abs/1207.4172},
year = {2012},
url = {http://arxiv.org/abs/1207.4172},
eprinttype = {arXiv},
eprint = {1207.4172},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4180,
author = {Pradeep Ravikumar and
William W. Cohen},
title = {A Hierarchical Graphical Model for Record Linkage},
journal = {CoRR},
volume = {abs/1207.4180},
year = {2012},
url = {http://arxiv.org/abs/1207.4180},
eprinttype = {arXiv},
eprint = {1207.4180},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangR11,
author = {Eunho Yang and
Pradeep Ravikumar},
editor = {Lise Getoor and
Tobias Scheffer},
title = {On the Use of Variational Inference for Learning Discrete Graphical
Model},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1009--1016},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/518\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TewariRD11,
author = {Ambuj Tewari and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Greedy Algorithms for Structurally Constrained High Dimensional Problems},
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 = {882--890},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/ffeabd223de0d4eacb9a3e6e53e5448d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TewariRD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JalaliJR11,
author = {Ali Jalali and
Christopher C. Johnson and
Pradeep Ravikumar},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {On Learning Discrete Graphical Models using Greedy Methods},
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 = {1935--1943},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/a5e0ff62be0b08456fc7f1e88812af3d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JalaliJR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DhillonRT11,
author = {Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Nearest Neighbor based Greedy Coordinate Descent},
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 = {2160--2168},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/160c88652d47d0be60bfbfed25111412-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DhillonRT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSDR11,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation},
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 = {2330--2338},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/2ba8698b79439589fdd2b0f7218d8b07-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JalaliRVS11,
author = {Ali Jalali and
Pradeep Ravikumar and
Vishvas Vasuki and
Sujay Sanghavi},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {On Learning Discrete Graphical Models using Group-Sparse Regularization},
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 = {378--387},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/jalali11a/jalali11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JalaliRVS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RavikumarTY11,
author = {Pradeep Ravikumar and
Ambuj Tewari and
Eunho Yang},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {On {NDCG} Consistency of Listwise Ranking Methods},
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 = {618--626},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ravikumar11a/ravikumar11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RavikumarTY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-5826,
author = {Ali Jalali and
Pradeep Ravikumar and
Sujay Sanghavi},
title = {A Dirty Model for Multiple Sparse Regression},
journal = {CoRR},
volume = {abs/1106.5826},
year = {2011},
url = {http://arxiv.org/abs/1106.5826},
eprinttype = {arXiv},
eprint = {1106.5826},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-5826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-3258,
author = {Ali Jalali and
Christopher C. Johnson and
Pradeep Ravikumar},
title = {On Learning Discrete Graphical Models Using Greedy Methods},
journal = {CoRR},
volume = {abs/1107.3258},
year = {2011},
url = {http://arxiv.org/abs/1107.3258},
eprinttype = {arXiv},
eprint = {1107.3258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-3258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-6411,
author = {Christopher C. Johnson and
Ali Jalali and
Pradeep Ravikumar},
title = {High-dimensional Sparse Inverse Covariance Estimation using Greedy
Methods},
journal = {CoRR},
volume = {abs/1112.6411},
year = {2011},
url = {http://arxiv.org/abs/1112.6411},
eprinttype = {arXiv},
eprint = {1112.6411},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-6411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RavikumarAW10,
author = {Pradeep Ravikumar and
Alekh Agarwal and
Martin J. Wainwright},
title = {Message-passing for Graph-structured Linear Programs: Proximal Methods
and Rounding Schemes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1043--1080},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756040},
doi = {10.5555/1756006.1756040},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RavikumarAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JalaliRSR10,
author = {Ali Jalali and
Pradeep Ravikumar and
Sujay Sanghavi and
Chao Ruan},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {A Dirty Model for Multi-task Learning},
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 = {964--972},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/00e26af6ac3b1c1c49d7c3d79c60d000-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JalaliRSR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalBRW10,
author = {Alekh Agarwal and
Peter L. Bartlett and
Pradeep Ravikumar and
Martin J. Wainwright},
title = {Information-theoretic lower bounds on the oracle complexity of stochastic
convex optimization},
journal = {CoRR},
volume = {abs/1009.0571},
year = {2010},
url = {http://arxiv.org/abs/1009.0571},
eprinttype = {arXiv},
eprint = {1009.0571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AgarwalBRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-2731,
author = {Sahand N. Negahban and
Pradeep Ravikumar and
Martin J. Wainwright and
Bin Yu},
title = {A unified framework for high-dimensional analysis of {\textdollar}M{\textdollar}-estimators
with decomposable regularizers},
journal = {CoRR},
volume = {abs/1010.2731},
year = {2010},
url = {http://arxiv.org/abs/1010.2731},
eprinttype = {arXiv},
eprint = {1010.2731},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-2731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BeygelzimerLR09,
author = {Alina Beygelzimer and
John Langford and
Pradeep Ravikumar},
editor = {Ricard Gavald{\`{a}} and
G{\'{a}}bor Lugosi and
Thomas Zeugmann and
Sandra Zilles},
title = {Error-Correcting Tournaments},
booktitle = {Algorithmic Learning Theory, 20th International Conference, {ALT}
2009, Porto, Portugal, October 3-5, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5809},
pages = {247--262},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04414-4\_22},
doi = {10.1007/978-3-642-04414-4\_22},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/BeygelzimerLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalBRW09,
author = {Alekh Agarwal and
Peter L. Bartlett and
Pradeep Ravikumar and
Martin J. Wainwright},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Information-theoretic lower bounds on the oracle complexity of convex
optimization},
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 = {1--9},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/2387337ba1e0b0249ba90f55b2ba2521-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AgarwalBRW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NegahbanRWY09,
author = {Sahand N. Negahban and
Pradeep Ravikumar and
Martin J. Wainwright and
Bin Yu},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {A unified framework for high-dimensional analysis of {\textdollar}M{\textdollar}-estimators
with decomposable regularizers},
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 = {1348--1356},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/dc58e3a306451c9d670adcd37004f48f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NegahbanRWY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-3176,
author = {Alina Beygelzimer and
John Langford and
Pradeep Ravikumar},
title = {Error-Correcting Tournaments},
journal = {CoRR},
volume = {abs/0902.3176},
year = {2009},
url = {http://arxiv.org/abs/0902.3176},
eprinttype = {arXiv},
eprint = {0902.3176},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-3176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Ravikumar08,
author = {Pradeep Ravikumar},
title = {Approximate inference, structure learning and feature estimation in
Markov random fields: thesis abstract},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {2},
pages = {32--33},
year = {2008},
url = {https://doi.org/10.1145/1540276.1540286},
doi = {10.1145/1540276.1540286},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Ravikumar08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavikumarAW08,
author = {Pradeep Ravikumar and
Alekh Agarwal and
Martin J. Wainwright},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Message-passing for graph-structured linear programs: proximal projections,
convergence and rounding schemes},
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 = {800--807},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390257},
doi = {10.1145/1390156.1390257},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RavikumarAW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RavikumarRWY08,
author = {Pradeep Ravikumar and
Garvesh Raskutti and
Martin J. Wainwright and
Bin Yu},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Model Selection in Gaussian Graphical Models: High-Dimensional Consistency
of l\({}_{\mbox{1}}\)-regularized {MLE}},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1329--1336},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/61f2585b0ebcf1f532c4d1ec9a7d51aa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RavikumarRWY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RavikumarVYNKG08,
author = {Pradeep Ravikumar and
Vincent Q. Vu and
Bin Yu and
Thomas Naselaris and
Kendrick N. Kay and
Jack L. Gallant},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Nonparametric sparse hierarchical models describe {V1} fMRI responses
to natural images},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1337--1344},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/1ce927f875864094e3906a4a0b5ece68-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RavikumarVYNKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RavikumarLLW07,
author = {Pradeep Ravikumar and
Han Liu and
John D. Lafferty and
Larry A. Wasserman},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {SpAM: Sparse Additive Models},
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 = {1201--1208},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/42e7aaa88b48137a16a1acd04ed91125-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RavikumarLLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavikumarL06,
author = {Pradeep Ravikumar and
John D. Lafferty},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Quadratic programming relaxations for metric labeling and Markov random
field {MAP} estimation},
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 = {737--744},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143937},
doi = {10.1145/1143844.1143937},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/RavikumarL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WainwrightRL06,
author = {Martin J. Wainwright and
Pradeep Ravikumar and
John D. Lafferty},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {High-Dimensional Graphical Model Selection Using {\(\mathscr{l}\)}\({}_{\mbox{1}}\)-Regularized
Logistic Regression},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1465--1472},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/86b20716fbd5b253d27cec43127089bc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WainwrightRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RavikumarL05,
author = {Pradeep Ravikumar and
John D. Lafferty},
title = {Preconditioner Approximations for Probabilistic Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1113--1120},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/e2f9247929b404b2fe98ba6f32301e3b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RavikumarL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RavikumarC04,
author = {Pradeep Ravikumar and
William W. Cohen},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {A Hierarchical Graphical Model for Record Linkage},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {454--461},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1141\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RavikumarC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RavikumarL04,
author = {Pradeep Ravikumar and
John D. Lafferty},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Variational Chernoff Bounds for Graphical Models},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {462--469},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1142\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RavikumarL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/BilenkoMCRF03,
author = {Mikhail Bilenko and
Raymond J. Mooney and
William W. Cohen and
Pradeep Ravikumar and
Stephen E. Fienberg},
title = {Adaptive Name Matching in Information Integration},
journal = {{IEEE} Intell. Syst.},
volume = {18},
number = {5},
pages = {16--23},
year = {2003},
url = {https://doi.org/10.1109/MIS.2003.1234765},
doi = {10.1109/MIS.2003.1234765},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/BilenkoMCRF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/CohenRF03,
author = {William W. Cohen and
Pradeep Ravikumar and
Stephen E. Fienberg},
editor = {Subbarao Kambhampati and
Craig A. Knoblock},
title = {A Comparison of String Distance Metrics for Name-Matching Tasks},
booktitle = {Proceedings of {IJCAI-03} Workshop on Information Integration on the
Web (IIWeb-03), August 9-10, 2003, Acapulco, Mexico},
pages = {73--78},
year = {2003},
url = {http://www.isi.edu/info-agents/workshops/ijcai03/papers/Cohen-p.pdf},
timestamp = {Fri, 08 Apr 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/CohenRF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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