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ORCIDBibTeX records: Kush Bhatia
@article{DBLP:journals/corr/abs-2402-04347,
author = {Michael Zhang and
Kush Bhatia and
Hermann Kumbong and
Christopher R{\'{e}}},
title = {The Hedgehog {\&} the Porcupine: Expressive Linear Attentions
with Softmax Mimicry},
journal = {CoRR},
volume = {abs/2402.04347},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04347},
doi = {10.48550/ARXIV.2402.04347},
eprinttype = {arXiv},
eprint = {2402.04347},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhatiaGS23,
author = {Kush Bhatia and
Wenshuo Guo and
Jacob Steinhardt},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reward Learning as Doubly Nonparametric Bandits: Optimal Design and
Scaling Laws},
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 = {11149--11171},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bhatia23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhatiaGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AroraNCOGBCR23,
author = {Simran Arora and
Avanika Narayan and
Mayee F. Chen and
Laurel J. Orr and
Neel Guha and
Kush Bhatia and
Ines Chami and
Christopher R{\'{e}}},
title = {Ask Me Anything: {A} simple strategy for prompting language models},
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=bhUPJnS2g0X},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AroraNCOGBCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HongBD23,
author = {Joey Hong and
Kush Bhatia and
Anca D. Dragan},
title = {On the Sensitivity of Reward Inference to Misspecified Human Models},
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=hJqGbUpDGV},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HongBD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatiaNSR23,
author = {Kush Bhatia and
Avanika Narayan and
Christopher De Sa and
Christopher R{\'{e}}},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{TART:} {A} plug-and-play Transformer module for task-agnostic reasoning},
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/1ece70d2259b8e9510e2d4ca8754cecf-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BhatiaNSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenRBWZSR23,
author = {Mayee F. Chen and
Nicholas Roberts and
Kush Bhatia and
Jue Wang and
Ce Zhang and
Frederic Sala and
Christopher R{\'{e}}},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Skill-it! {A} data-driven skills framework for understanding and training
language 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/70b8505ac79e3e131756f793cd80eb8d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenRBWZSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuhaCBMSR23,
author = {Neel Guha and
Mayee F. Chen and
Kush Bhatia and
Azalia Mirhoseini and
Frederic Sala and
Christopher R{\'{e}}},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification},
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/c7f35864fef057d6fa315afa0275b3ad-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuhaCBMSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HooperC0BLR23,
author = {Sarah M. Hooper and
Mayee F. Chen and
Khaled Saab and
Kush Bhatia and
Curtis P. Langlotz and
Christopher R{\'{e}}},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A case for reframing automated medical image classification as segmentation},
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/ad6a3bd12095fdca71c306871bdec400-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HooperC0BLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09251,
author = {Pranjal Awasthi and
Kush Bhatia and
Sreenivas Gollapudi and
Kostas Kollias},
title = {Congested Bandits: Optimal Routing via Short-term Resets},
journal = {CoRR},
volume = {abs/2301.09251},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09251},
doi = {10.48550/ARXIV.2301.09251},
eprinttype = {arXiv},
eprint = {2301.09251},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12349,
author = {Kush Bhatia and
Wenshuo Guo and
Jacob Steinhardt},
title = {Reward Learning as Doubly Nonparametric Bandits: Optimal Design and
Scaling Laws},
journal = {CoRR},
volume = {abs/2302.12349},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12349},
doi = {10.48550/ARXIV.2302.12349},
eprinttype = {arXiv},
eprint = {2302.12349},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07536,
author = {Kush Bhatia and
Avanika Narayan and
Christopher De Sa and
Christopher R{\'{e}}},
title = {{TART:} {A} plug-and-play Transformer module for task-agnostic reasoning},
journal = {CoRR},
volume = {abs/2306.07536},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07536},
doi = {10.48550/ARXIV.2306.07536},
eprinttype = {arXiv},
eprint = {2306.07536},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11031,
author = {Neel Guha and
Mayee F. Chen and
Kush Bhatia and
Azalia Mirhoseini and
Frederic Sala and
Christopher R{\'{e}}},
title = {Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification},
journal = {CoRR},
volume = {abs/2307.11031},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11031},
doi = {10.48550/ARXIV.2307.11031},
eprinttype = {arXiv},
eprint = {2307.11031},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14430,
author = {Mayee F. Chen and
Nicholas Roberts and
Kush Bhatia and
Jue Wang and
Ce Zhang and
Frederic Sala and
Christopher R{\'{e}}},
title = {Skill-it! {A} Data-Driven Skills Framework for Understanding and Training
Language Models},
journal = {CoRR},
volume = {abs/2307.14430},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14430},
doi = {10.48550/ARXIV.2307.14430},
eprinttype = {arXiv},
eprint = {2307.14430},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16763,
author = {Gabriel Mukobi and
Peter Chatain and
Su Fong and
Robert Windesheim and
Gitta Kutyniok and
Kush Bhatia and
Silas Alberti},
title = {SuperHF: Supervised Iterative Learning from Human Feedback},
journal = {CoRR},
volume = {abs/2310.16763},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16763},
doi = {10.48550/ARXIV.2310.16763},
eprinttype = {arXiv},
eprint = {2310.16763},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Bhatia22,
author = {Kush Bhatia},
title = {Learning when Objectives are Hard to Specify},
school = {University of California, Berkeley, {USA}},
year = {2022},
url = {https://www.escholarship.org/uc/item/86m762fq},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Bhatia22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PanBS22,
author = {Alexander Pan and
Kush Bhatia and
Jacob Steinhardt},
title = {The Effects of Reward Misspecification: Mapping and Mitigating Misaligned
Models},
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=JYtwGwIL7ye},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PanBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AwasthiBGK22,
author = {Pranjal Awasthi and
Kush Bhatia and
Sreenivas Gollapudi and
Kostas Kollias},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Congested Bandits: Optimal Routing via Short-term Resets},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {1078--1100},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/awasthi22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/AwasthiBGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03544,
author = {Alexander Pan and
Kush Bhatia and
Jacob Steinhardt},
title = {The Effects of Reward Misspecification: Mapping and Mitigating Misaligned
Models},
journal = {CoRR},
volume = {abs/2201.03544},
year = {2022},
url = {https://arxiv.org/abs/2201.03544},
eprinttype = {arXiv},
eprint = {2201.03544},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-03544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11208,
author = {Kush Bhatia and
Nikki Lijing Kuang and
Yi{-}An Ma and
Yixin Wang},
title = {Statistical and Computational Trade-offs in Variational Inference:
{A} Case Study in Inferential Model Selection},
journal = {CoRR},
volume = {abs/2207.11208},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11208},
doi = {10.48550/ARXIV.2207.11208},
eprinttype = {arXiv},
eprint = {2207.11208},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02441,
author = {Simran Arora and
Avanika Narayan and
Mayee F. Chen and
Laurel J. Orr and
Neel Guha and
Kush Bhatia and
Ines Chami and
Frederic Sala and
Christopher R{\'{e}}},
title = {Ask Me Anything: {A} simple strategy for prompting language models},
journal = {CoRR},
volume = {abs/2210.02441},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02441},
doi = {10.48550/ARXIV.2210.02441},
eprinttype = {arXiv},
eprint = {2210.02441},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04717,
author = {Joey Hong and
Kush Bhatia and
Anca D. Dragan},
title = {On the Sensitivity of Reward Inference to Misspecified Human Models},
journal = {CoRR},
volume = {abs/2212.04717},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04717},
doi = {10.48550/ARXIV.2212.04717},
eprinttype = {arXiv},
eprint = {2212.04717},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/BhatiaBDS21,
author = {Kush Bhatia and
Peter L. Bartlett and
Anca D. Dragan and
Jacob Steinhardt},
editor = {James R. Lee},
title = {Agnostic Learning with Unknown Utilities},
booktitle = {12th Innovations in Theoretical Computer Science Conference, {ITCS}
2021, January 6-8, 2021, Virtual Conference},
series = {LIPIcs},
volume = {185},
pages = {55:1--55:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2021},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2021.55},
doi = {10.4230/LIPICS.ITCS.2021.55},
timestamp = {Thu, 04 Feb 2021 10:38:38 +0100},
biburl = {https://dblp.org/rec/conf/innovations/BhatiaBDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08482,
author = {Kush Bhatia and
Peter L. Bartlett and
Anca D. Dragan and
Jacob Steinhardt},
title = {Agnostic learning with unknown utilities},
journal = {CoRR},
volume = {abs/2104.08482},
year = {2021},
url = {https://arxiv.org/abs/2104.08482},
eprinttype = {arXiv},
eprint = {2104.08482},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01850,
author = {Kush Bhatia and
Ashwin Pananjady and
Peter L. Bartlett and
Anca D. Dragan and
Martin J. Wainwright},
title = {Preference learning along multiple criteria: {A} game-theoretic perspective},
journal = {CoRR},
volume = {abs/2105.01850},
year = {2021},
url = {https://arxiv.org/abs/2105.01850},
eprinttype = {arXiv},
eprint = {2105.01850},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MalikPBKBW20,
author = {Dhruv Malik and
Ashwin Pananjady and
Kush Bhatia and
Koulik Khamaru and
Peter L. Bartlett and
Martin J. Wainwright},
title = {Derivative-Free Methods for Policy Optimization: Guarantees for Linear
Quadratic Systems},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {21:1--21:51},
year = {2020},
url = {http://jmlr.org/papers/v21/19-198.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MalikPBKBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatiaPBDW20,
author = {Kush Bhatia and
Ashwin Pananjady and
Peter L. Bartlett and
Anca D. Dragan and
Martin J. Wainwright},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Preference learning along multiple criteria: {A} game-theoretic perspective},
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/52f4691a4de70b3c441bca6c546979d9-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BhatiaPBDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatiaS20,
author = {Kush Bhatia and
Karthik Sridharan},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Online learning with dynamics: {A} minimax perspective},
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/abb451a12cf1a9d93292e81f0d4fdd7a-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BhatiaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01705,
author = {Kush Bhatia and
Karthik Sridharan},
title = {Online learning with dynamics: {A} minimax perspective},
journal = {CoRR},
volume = {abs/2012.01705},
year = {2020},
url = {https://arxiv.org/abs/2012.01705},
eprinttype = {arXiv},
eprint = {2012.01705},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MalikPBKBW19,
author = {Dhruv Malik and
Ashwin Pananjady and
Kush Bhatia and
Koulik Khamaru and
Peter L. Bartlett and
Martin J. Wainwright},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Derivative-Free Methods for Policy Optimization: Guarantees for Linear
Quadratic Systems},
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 = {2916--2925},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/malik19a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MalikPBKBW19.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/icml/X19,
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {{POLITEX:} Regret Bounds for Policy Iteration using Expert Prediction},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3692--3702},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/lazic19a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02358,
author = {Aditya Kusupati and
Manish Singh and
Kush Bhatia and
Ashish Kumar and
Prateek Jain and
Manik Varma},
title = {FastGRNN: {A} Fast, Accurate, Stable and Tiny Kilobyte Sized Gated
Recurrent Neural Network},
journal = {CoRR},
volume = {abs/1901.02358},
year = {2019},
url = {http://arxiv.org/abs/1901.02358},
eprinttype = {arXiv},
eprint = {1901.02358},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02358.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-1907-11826,
author = {Kush Bhatia and
Yi{-}An Ma and
Anca D. Dragan and
Peter L. Bartlett and
Michael I. Jordan},
title = {Bayesian Robustness: {A} Nonasymptotic Viewpoint},
journal = {CoRR},
volume = {abs/1907.11826},
year = {2019},
url = {http://arxiv.org/abs/1907.11826},
eprinttype = {arXiv},
eprint = {1907.11826},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/HuangBAD18,
author = {Sandy H. Huang and
Kush Bhatia and
Pieter Abbeel and
Anca D. Dragan},
title = {Establishing Appropriate Trust via Critical States},
booktitle = {2018 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018},
pages = {3929--3936},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IROS.2018.8593649},
doi = {10.1109/IROS.2018.8593649},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/HuangBAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatiaPFBJ18,
author = {Kush Bhatia and
Aldo Pacchiano and
Nicolas Flammarion and
Peter L. Bartlett and
Michael I. Jordan},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Gen-Oja: Simple {\&} Efficient Algorithm for Streaming Generalized
Eigenvector Computation},
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 = {7016--7025},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/1b318124e37af6d74a03501474f44ea1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BhatiaPFBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KusupatiSBK0V18,
author = {Aditya Kusupati and
Manish Singh and
Kush Bhatia and
Ashish Kumar and
Prateek Jain and
Manik Varma},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {FastGRNN: {A} Fast, Accurate, Stable and Tiny Kilobyte Sized Gated
Recurrent Neural Network},
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 = {9031--9042},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ab013ca67cf2d50796b0c11d1b8bc95d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KusupatiSBK0V18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-08174,
author = {Sandy H. Huang and
Kush Bhatia and
Pieter Abbeel and
Anca D. Dragan},
title = {Establishing Appropriate Trust via Critical States},
journal = {CoRR},
volume = {abs/1810.08174},
year = {2018},
url = {http://arxiv.org/abs/1810.08174},
eprinttype = {arXiv},
eprint = {1810.08174},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-08174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08393,
author = {Kush Bhatia and
Aldo Pacchiano and
Nicolas Flammarion and
Peter L. Bartlett and
Michael I. Jordan},
title = {Gen-Oja: {A} Simple and Efficient Algorithm for Streaming Generalized
Eigenvector Computation},
journal = {CoRR},
volume = {abs/1811.08393},
year = {2018},
url = {http://arxiv.org/abs/1811.08393},
eprinttype = {arXiv},
eprint = {1811.08393},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08305,
author = {Dhruv Malik and
Ashwin Pananjady and
Kush Bhatia and
Koulik Khamaru and
Peter L. Bartlett and
Martin J. Wainwright},
title = {Derivative-Free Methods for Policy Optimization: Guarantees for Linear
Quadratic Systems},
journal = {CoRR},
volume = {abs/1812.08305},
year = {2018},
url = {http://arxiv.org/abs/1812.08305},
eprinttype = {arXiv},
eprint = {1812.08305},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-08305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bhatia0KK17,
author = {Kush Bhatia and
Prateek Jain and
Parameswaran Kamalaruban and
Purushottam Kar},
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 = {Consistent Robust Regression},
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 = {2110--2119},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e702e51da2c0f5be4dd354bb3e295d37-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/Bhatia0KK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/KhandelwalBAS16,
author = {Dinesh Khandelwal and
Kush Bhatia and
Chetan Arora and
Parag Singla},
title = {Lazy Generic Cuts},
journal = {Comput. Vis. Image Underst.},
volume = {143},
pages = {80--91},
year = {2016},
url = {https://doi.org/10.1016/j.cviu.2015.10.016},
doi = {10.1016/J.CVIU.2015.10.016},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/KhandelwalBAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bhatia0KK16,
author = {Kush Bhatia and
Prateek Jain and
Parameswaran Kamalaruban and
Purushottam Kar},
title = {Efficient and Consistent Robust Time Series Analysis},
journal = {CoRR},
volume = {abs/1607.00146},
year = {2016},
url = {http://arxiv.org/abs/1607.00146},
eprinttype = {arXiv},
eprint = {1607.00146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bhatia0KK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatiaJK15,
author = {Kush Bhatia and
Prateek Jain and
Purushottam Kar},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Robust Regression via Hard Thresholding},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {721--729},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/1be3bc32e6564055d5ca3e5a354acbef-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BhatiaJK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatiaJKVJ15,
author = {Kush Bhatia and
Himanshu Jain and
Purushottam Kar and
Manik Varma and
Prateek Jain},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Sparse Local Embeddings for Extreme Multi-label 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 = {730--738},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/35051070e572e47d2c26c241ab88307f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BhatiaJKVJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bhatia0K15,
author = {Kush Bhatia and
Prateek Jain and
Purushottam Kar},
title = {Robust Regression via Hard Thresholding},
journal = {CoRR},
volume = {abs/1506.02428},
year = {2015},
url = {http://arxiv.org/abs/1506.02428},
eprinttype = {arXiv},
eprint = {1506.02428},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bhatia0K15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhatiaJK0V15,
author = {Kush Bhatia and
Himanshu Jain and
Purushottam Kar and
Prateek Jain and
Manik Varma},
title = {Locally Non-linear Embeddings for Extreme Multi-label Learning},
journal = {CoRR},
volume = {abs/1507.02743},
year = {2015},
url = {http://arxiv.org/abs/1507.02743},
eprinttype = {arXiv},
eprint = {1507.02743},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BhatiaJK0V15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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