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ORCIDBibTeX records: Dylan J. Foster
@article{DBLP:journals/corr/abs-2401-09681,
author = {Philip Amortila and
Dylan J. Foster and
Nan Jiang and
Ayush Sekhari and
Tengyang Xie},
title = {Harnessing Density Ratios for Online Reinforcement Learning},
journal = {CoRR},
volume = {abs/2401.09681},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09681},
doi = {10.48550/ARXIV.2401.09681},
eprinttype = {arXiv},
eprint = {2401.09681},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06571,
author = {Philip Amortila and
Dylan J. Foster and
Akshay Krishnamurthy},
title = {Scalable Online Exploration via Coverability},
journal = {CoRR},
volume = {abs/2403.06571},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06571},
doi = {10.48550/ARXIV.2403.06571},
eprinttype = {arXiv},
eprint = {2403.06571},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15371,
author = {Akshay Krishnamurthy and
Keegan Harris and
Dylan J. Foster and
Cyril Zhang and
Aleksandrs Slivkins},
title = {Can large language models explore in-context?},
journal = {CoRR},
volume = {abs/2403.15371},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15371},
doi = {10.48550/ARXIV.2403.15371},
eprinttype = {arXiv},
eprint = {2403.15371},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ArjevaniCDFSW23,
author = {Yossi Arjevani and
Yair Carmon and
John C. Duchi and
Dylan J. Foster and
Nathan Srebro and
Blake E. Woodworth},
title = {Lower bounds for non-convex stochastic optimization},
journal = {Math. Program.},
volume = {199},
number = {1},
pages = {165--214},
year = {2023},
url = {https://doi.org/10.1007/s10107-022-01822-7},
doi = {10.1007/S10107-022-01822-7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/ArjevaniCDFSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LambIEDMFMCKL23,
author = {Alex Lamb and
Riashat Islam and
Yonathan Efroni and
Aniket Rajiv Didolkar and
Dipendra Misra and
Dylan J. Foster and
Lekan P. Molu and
Rajan Chari and
Akshay Krishnamurthy and
John Langford},
title = {Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step
Inverse Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=TNocbXm5MZ},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LambIEDMFMCKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WagenmakerF23,
author = {Andrew J. Wagenmaker and
Dylan J. Foster},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Instance-Optimality in Interactive Decision Making: Toward a Non-Asymptotic
Theory},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {1322--1472},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/wagenmaker23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/WagenmakerF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterFGR23,
author = {Dean Foster and
Dylan J. Foster and
Noah Golowich and
Alexander Rakhlin},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {On the Complexity of Multi-Agent Decision Making: From Learning in
Games to Partial Monitoring},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {2678--2792},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/foster23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterFGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterGH23,
author = {Dylan J. Foster and
Noah Golowich and
Yanjun Han},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Tight Guarantees for Interactive Decision Making with the Decision-Estimation
Coefficient},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {3969--4043},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/foster23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SlivkinsSF23,
author = {Aleksandrs Slivkins and
Karthik Abinav Sankararaman and
Dylan J. Foster},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Contextual Bandits with Packing and Covering Constraints: {A} Modular
Lagrangian Approach via Regression},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {4633--4656},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/foster23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SlivkinsSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XieF00K23,
author = {Tengyang Xie and
Dylan J. Foster and
Yu Bai and
Nan Jiang and
Sham M. Kakade},
title = {The Role of Coverage in Online Reinforcement Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=LQIjzPdDt3q},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XieF00K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterGK23,
author = {Dylan J. Foster and
Noah Golowich and
Sham M. Kakade},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Hardness of Independent Learning and Sparse Equilibrium Computation
in Markov Games},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {10188--10221},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/foster23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/FosterGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MhammediFR23,
author = {Zakaria Mhammedi and
Dylan J. Foster and
Alexander Rakhlin},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Representation Learning with Multi-Step Inverse Kinematics: An Efficient
and Optimal Approach to Rich-Observation {RL}},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24659--24700},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/mhammedi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MhammediFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterGQRS23,
author = {Dylan J. Foster and
Noah Golowich and
Jian Qian and
Alexander Rakhlin and
Ayush Sekhari},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Model-Free Reinforcement Learning with the Decision-Estimation Coefficient},
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/3fcd0f8747f9217c6dbc45ed138b1fde-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterGQRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MhammediBFR23,
author = {Zakaria Mhammedi and
Adam Block and
Dylan J. Foster and
Alexander Rakhlin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Efficient Model-Free Exploration in Low-Rank MDPs},
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/d2dc4d6c7b102d05f111c02a32e7c6bc-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MhammediBFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08215,
author = {Dylan J. Foster and
Noah Golowich and
Yanjun Han},
title = {Tight Guarantees for Interactive Decision Making with the Decision-Estimation
Coefficient},
journal = {CoRR},
volume = {abs/2301.08215},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08215},
doi = {10.48550/ARXIV.2301.08215},
eprinttype = {arXiv},
eprint = {2301.08215},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12287,
author = {Dylan J. Foster and
Noah Golowich and
Sham M. Kakade},
title = {Hardness of Independent Learning and Sparse Equilibrium Computation
in Markov Games},
journal = {CoRR},
volume = {abs/2303.12287},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12287},
doi = {10.48550/ARXIV.2303.12287},
eprinttype = {arXiv},
eprint = {2303.12287},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05889,
author = {Zakaria Mhammedi and
Dylan J. Foster and
Alexander Rakhlin},
title = {Representation Learning with Multi-Step Inverse Kinematics: An Efficient
and Optimal Approach to Rich-Observation {RL}},
journal = {CoRR},
volume = {abs/2304.05889},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05889},
doi = {10.48550/ARXIV.2304.05889},
eprinttype = {arXiv},
eprint = {2304.05889},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12466,
author = {Andrew Wagenmaker and
Dylan J. Foster},
title = {Instance-Optimality in Interactive Decision Making: Toward a Non-Asymptotic
Theory},
journal = {CoRR},
volume = {abs/2304.12466},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12466},
doi = {10.48550/ARXIV.2304.12466},
eprinttype = {arXiv},
eprint = {2304.12466},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00684,
author = {Dylan J. Foster and
Dean P. Foster and
Noah Golowich and
Alexander Rakhlin},
title = {On the Complexity of Multi-Agent Decision Making: From Learning in
Games to Partial Monitoring},
journal = {CoRR},
volume = {abs/2305.00684},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00684},
doi = {10.48550/ARXIV.2305.00684},
eprinttype = {arXiv},
eprint = {2305.00684},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03997,
author = {Zakaria Mhammedi and
Adam Block and
Dylan J. Foster and
Alexander Rakhlin},
title = {Efficient Model-Free Exploration in Low-Rank MDPs},
journal = {CoRR},
volume = {abs/2307.03997},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03997},
doi = {10.48550/ARXIV.2307.03997},
eprinttype = {arXiv},
eprint = {2307.03997},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11428,
author = {Adam Block and
Dylan J. Foster and
Akshay Krishnamurthy and
Max Simchowitz and
Cyril Zhang},
title = {Butterfly Effects of {SGD} Noise: Error Amplification in Behavior
Cloning and Autoregression},
journal = {CoRR},
volume = {abs/2310.11428},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11428},
doi = {10.48550/ARXIV.2310.11428},
eprinttype = {arXiv},
eprint = {2310.11428},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16730,
author = {Dylan J. Foster and
Alexander Rakhlin},
title = {Foundations of Reinforcement Learning and Interactive Decision Making},
journal = {CoRR},
volume = {abs/2312.16730},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.16730},
doi = {10.48550/ARXIV.2312.16730},
eprinttype = {arXiv},
eprint = {2312.16730},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-16730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterKSX22,
author = {Dylan J. Foster and
Akshay Krishnamurthy and
David Simchi{-}Levi and
Yunzong Xu},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Offline Reinforcement Learning: Fundamental Barriers for Value Function
Approximation},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3489},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/foster22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterKSX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/EfroniFMKL22,
author = {Yonathan Efroni and
Dylan J. Foster and
Dipendra Misra and
Akshay Krishnamurthy and
John Langford},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Sample-Efficient Reinforcement Learning in the Presence of Exogenous
Information},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {5062--5127},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/efroni22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/EfroniFMKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuF0M22,
author = {Yinglun Zhu and
Dylan J. Foster and
John Langford and
Paul Mineiro},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Contextual Bandits with Large Action Spaces: Made Practical},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27428--27453},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhu22b.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuF0M22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterRSS22,
author = {Dylan J. Foster and
Alexander Rakhlin and
Ayush Sekhari and
Karthik Sridharan},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On the Complexity of Adversarial Decision Making},
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/e5daf532498ebba4fe6544d49c811678-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterRSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiKFS22,
author = {Gene Li and
Pritish Kamath and
Dylan J. Foster and
Nati Srebro},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Understanding the Eluder Dimension},
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/960cfbb846aff424ac20aadce6fa6530-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiKFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieSFMM0M022,
author = {Tengyang Xie and
Akanksha Saran and
Dylan J. Foster and
Lekan P. Molu and
Ida Momennejad and
Nan Jiang and
Paul Mineiro and
John Langford},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Interaction-Grounded Learning with Action-Inclusive Feedback},
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/512b6bc067a6c6fa6a6ff8e5f6445e10-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieSFMM0M022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04282,
author = {Yonathan Efroni and
Dylan J. Foster and
Dipendra Misra and
Akshay Krishnamurthy and
John Langford},
title = {Sample-Efficient Reinforcement Learning in the Presence of Exogenous
Information},
journal = {CoRR},
volume = {abs/2206.04282},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04282},
doi = {10.48550/ARXIV.2206.04282},
eprinttype = {arXiv},
eprint = {2206.04282},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08364,
author = {Tengyang Xie and
Akanksha Saran and
Dylan J. Foster and
Lekan P. Molu and
Ida Momennejad and
Nan Jiang and
Paul Mineiro and
John Langford},
title = {Interaction-Grounded Learning with Action-inclusive Feedback},
journal = {CoRR},
volume = {abs/2206.08364},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08364},
doi = {10.48550/ARXIV.2206.08364},
eprinttype = {arXiv},
eprint = {2206.08364},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13063,
author = {Dylan J. Foster and
Alexander Rakhlin and
Ayush Sekhari and
Karthik Sridharan},
title = {On the Complexity of Adversarial Decision Making},
journal = {CoRR},
volume = {abs/2206.13063},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13063},
doi = {10.48550/ARXIV.2206.13063},
eprinttype = {arXiv},
eprint = {2206.13063},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05836,
author = {Yinglun Zhu and
Dylan J. Foster and
John Langford and
Paul Mineiro},
title = {Contextual Bandits with Large Action Spaces: Made Practical},
journal = {CoRR},
volume = {abs/2207.05836},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05836},
doi = {10.48550/ARXIV.2207.05836},
eprinttype = {arXiv},
eprint = {2207.05836},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08229,
author = {Alex Lamb and
Riashat Islam and
Yonathan Efroni and
Aniket Didolkar and
Dipendra Misra and
Dylan J. Foster and
Lekan P. Molu and
Rajan Chari and
Akshay Krishnamurthy and
John Langford},
title = {Guaranteed Discovery of Controllable Latent States with Multi-Step
Inverse Models},
journal = {CoRR},
volume = {abs/2207.08229},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08229},
doi = {10.48550/ARXIV.2207.08229},
eprinttype = {arXiv},
eprint = {2207.08229},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04157,
author = {Tengyang Xie and
Dylan J. Foster and
Yu Bai and
Nan Jiang and
Sham M. Kakade},
title = {The Role of Coverage in Online Reinforcement Learning},
journal = {CoRR},
volume = {abs/2210.04157},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04157},
doi = {10.48550/ARXIV.2210.04157},
eprinttype = {arXiv},
eprint = {2210.04157},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07484,
author = {Aleksandrs Slivkins and
Dylan J. Foster},
title = {Efficient Contextual Bandits with Knapsacks via Regression},
journal = {CoRR},
volume = {abs/2211.07484},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07484},
doi = {10.48550/ARXIV.2211.07484},
eprinttype = {arXiv},
eprint = {2211.07484},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14250,
author = {Dylan J. Foster and
Noah Golowich and
Jian Qian and
Alexander Rakhlin and
Ayush Sekhari},
title = {A Note on Model-Free Reinforcement Learning with the Decision-Estimation
Coefficient},
journal = {CoRR},
volume = {abs/2211.14250},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14250},
doi = {10.48550/ARXIV.2211.14250},
eprinttype = {arXiv},
eprint = {2211.14250},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterRSX21,
author = {Dylan J. Foster and
Alexander Rakhlin and
David Simchi{-}Levi and
Yunzong Xu},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Instance-Dependent Complexity of Contextual Bandits and Reinforcement
Learning: {A} Disagreement-Based Perspective},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {2059},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/foster21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterRSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterK21,
author = {Dylan J. Foster and
Akshay Krishnamurthy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Efficient First-Order Contextual Bandits: Prediction, Allocation,
and Triangular Discrimination},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18907--18919},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9d684c589d67031a627ad33d59db65e5-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FosterK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04233,
author = {Constantinos Daskalakis and
Dylan J. Foster and
Noah Golowich},
title = {Independent Policy Gradient Methods for Competitive Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2101.04233},
year = {2021},
url = {https://arxiv.org/abs/2101.04233},
eprinttype = {arXiv},
eprint = {2101.04233},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06970,
author = {Gene Li and
Pritish Kamath and
Dylan J. Foster and
Nathan Srebro},
title = {Eluder Dimension and Generalized Rank},
journal = {CoRR},
volume = {abs/2104.06970},
year = {2021},
url = {https://arxiv.org/abs/2104.06970},
eprinttype = {arXiv},
eprint = {2104.06970},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02237,
author = {Dylan J. Foster and
Akshay Krishnamurthy},
title = {Efficient First-Order Contextual Bandits: Prediction, Allocation,
and Triangular Discrimination},
journal = {CoRR},
volume = {abs/2107.02237},
year = {2021},
url = {https://arxiv.org/abs/2107.02237},
eprinttype = {arXiv},
eprint = {2107.02237},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05745,
author = {Dylan J. Foster and
Claudio Gentile and
Mehryar Mohri and
Julian Zimmert},
title = {Adapting to Misspecification in Contextual Bandits},
journal = {CoRR},
volume = {abs/2107.05745},
year = {2021},
url = {https://arxiv.org/abs/2107.05745},
eprinttype = {arXiv},
eprint = {2107.05745},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10919,
author = {Dylan J. Foster and
Akshay Krishnamurthy and
David Simchi{-}Levi and
Yunzong Xu},
title = {Offline Reinforcement Learning: Fundamental Barriers for Value Function
Approximation},
journal = {CoRR},
volume = {abs/2111.10919},
year = {2021},
url = {https://arxiv.org/abs/2111.10919},
eprinttype = {arXiv},
eprint = {2111.10919},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13487,
author = {Dylan J. Foster and
Sham M. Kakade and
Jian Qian and
Alexander Rakhlin},
title = {The Statistical Complexity of Interactive Decision Making},
journal = {CoRR},
volume = {abs/2112.13487},
year = {2021},
url = {https://arxiv.org/abs/2112.13487},
eprinttype = {arXiv},
eprint = {2112.13487},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ArjevaniCDFSS20,
author = {Yossi Arjevani and
Yair Carmon and
John C. Duchi and
Dylan J. Foster and
Ayush Sekhari and
Karthik Sridharan},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Second-Order Information in Non-Convex Stochastic Optimization: Power
and Limitations},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {242--299},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/arjevani20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/ArjevaniCDFSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterKL20,
author = {Dylan J. Foster and
Akshay Krishnamurthy and
Haipeng Luo},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Open Problem: Model Selection for Contextual Bandits},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {3842--3846},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/foster20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/FosterKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BilodeauF020,
author = {Blair L. Bilodeau and
Dylan J. Foster and
Daniel M. Roy},
title = {Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance},
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 = {919--929},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bilodeau20a.html},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BilodeauF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterR20,
author = {Dylan J. Foster and
Alexander Rakhlin},
title = {Beyond {UCB:} Optimal and Efficient Contextual Bandits with Regression
Oracles},
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 = {3199--3210},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/foster20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FosterR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterS20,
author = {Dylan J. Foster and
Max Simchowitz},
title = {Logarithmic Regret for Adversarial Online Control},
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 = {3211--3221},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/foster20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FosterS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimchowitzF20,
author = {Max Simchowitz and
Dylan J. Foster},
title = {Naive Exploration is Optimal for Online {LQR}},
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 = {8937--8948},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/simchowitz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimchowitzF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FosterS20,
author = {Dylan J. Foster and
Vasilis Syrgkanis},
editor = {Christian Bessiere},
title = {Statistical Learning with a Nuisance Component (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4726--4729},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/654},
doi = {10.24963/IJCAI.2020/654},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FosterS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/FosterSR20,
author = {Dylan J. Foster and
Tuhin Sarkar and
Alexander Rakhlin},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Learning nonlinear dynamical systems from a single trajectory},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {851--861},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/foster20a.html},
timestamp = {Fri, 27 Nov 2020 12:28:41 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/FosterSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaskalakisFG20,
author = {Constantinos Daskalakis and
Dylan J. Foster and
Noah Golowich},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Independent Policy Gradient Methods for Competitive Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/3b2acfe2e38102074656ed938abf4ac3-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaskalakisFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterGMZ20,
author = {Dylan J. Foster and
Claudio Gentile and
Mehryar Mohri and
Julian Zimmert},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adapting to Misspecification in Contextual Bandits},
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/84c230a5b1bc3495046ef916957c7238-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterGMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MhammediFSMSKR020,
author = {Zakaria Mhammedi and
Dylan J. Foster and
Max Simchowitz and
Dipendra Misra and
Wen Sun and
Akshay Krishnamurthy and
Alexander Rakhlin and
John Langford},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning the Linear Quadratic Regulator from Nonlinear Observations},
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/a70145bf8b173e4496b554ce57969e24-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MhammediFSMSKR020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09576,
author = {Max Simchowitz and
Dylan J. Foster},
title = {Naive Exploration is Optimal for Online {LQR}},
journal = {CoRR},
volume = {abs/2001.09576},
year = {2020},
url = {https://arxiv.org/abs/2001.09576},
eprinttype = {arXiv},
eprint = {2001.09576},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04926,
author = {Dylan J. Foster and
Alexander Rakhlin},
title = {Beyond {UCB:} Optimal and Efficient Contextual Bandits with Regression
Oracles},
journal = {CoRR},
volume = {abs/2002.04926},
year = {2020},
url = {https://arxiv.org/abs/2002.04926},
eprinttype = {arXiv},
eprint = {2002.04926},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00189,
author = {Dylan J. Foster and
Max Simchowitz},
title = {Logarithmic Regret for Adversarial Online Control},
journal = {CoRR},
volume = {abs/2003.00189},
year = {2020},
url = {https://arxiv.org/abs/2003.00189},
eprinttype = {arXiv},
eprint = {2003.00189},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14681,
author = {Dylan J. Foster and
Alexander Rakhlin and
Tuhin Sarkar},
title = {Learning nonlinear dynamical systems from a single trajectory},
journal = {CoRR},
volume = {abs/2004.14681},
year = {2020},
url = {https://arxiv.org/abs/2004.14681},
eprinttype = {arXiv},
eprint = {2004.14681},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10940,
author = {Dylan J. Foster and
Akshay Krishnamurthy and
Haipeng Luo},
title = {Open Problem: Model Selection for Contextual Bandits},
journal = {CoRR},
volume = {abs/2006.10940},
year = {2020},
url = {https://arxiv.org/abs/2006.10940},
eprinttype = {arXiv},
eprint = {2006.10940},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13476,
author = {Yossi Arjevani and
Yair Carmon and
John C. Duchi and
Dylan J. Foster and
Ayush Sekhari and
Karthik Sridharan},
title = {Second-Order Information in Non-Convex Stochastic Optimization: Power
and Limitations},
journal = {CoRR},
volume = {abs/2006.13476},
year = {2020},
url = {https://arxiv.org/abs/2006.13476},
eprinttype = {arXiv},
eprint = {2006.13476},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01160,
author = {Blair L. Bilodeau and
Dylan J. Foster and
Daniel M. Roy},
title = {Improved Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance},
journal = {CoRR},
volume = {abs/2007.01160},
year = {2020},
url = {https://arxiv.org/abs/2007.01160},
eprinttype = {arXiv},
eprint = {2007.01160},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03104,
author = {Dylan J. Foster and
Alexander Rakhlin and
David Simchi{-}Levi and
Yunzong Xu},
title = {Instance-Dependent Complexity of Contextual Bandits and Reinforcement
Learning: {A} Disagreement-Based Perspective},
journal = {CoRR},
volume = {abs/2010.03104},
year = {2020},
url = {https://arxiv.org/abs/2010.03104},
eprinttype = {arXiv},
eprint = {2010.03104},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03799,
author = {Zakaria Mhammedi and
Dylan J. Foster and
Max Simchowitz and
Dipendra Misra and
Wen Sun and
Akshay Krishnamurthy and
Alexander Rakhlin and
John Langford},
title = {Learning the Linear Quadratic Regulator from Nonlinear Observations},
journal = {CoRR},
volume = {abs/2010.03799},
year = {2020},
url = {https://arxiv.org/abs/2010.03799},
eprinttype = {arXiv},
eprint = {2010.03799},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Foster19,
author = {Dylan J. Foster},
title = {Adaptive Learning: Algorithms and Complexity},
school = {Cornell University, {USA}},
year = {2019},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Foster19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterR19,
author = {Dylan J. Foster and
Andrej Risteski},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Sum-of-squares meets square loss: Fast rates for agnostic tensor completion},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1280--1318},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/foster19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterSSSSW19,
author = {Dylan J. Foster and
Ayush Sekhari and
Ohad Shamir and
Nathan Srebro and
Karthik Sridharan and
Blake E. Woodworth},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {The Complexity of Making the Gradient Small in Stochastic Convex Optimization},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1319--1345},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/foster19b.html},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterSSSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterS19,
author = {Dylan J. Foster and
Vasilis Syrgkanis},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Statistical Learning with a Nuisance Component},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1346--1348},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/foster19c.html},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcharyaSFS19,
author = {Jayadev Acharya and
Chris De Sa and
Dylan J. Foster and
Karthik Sridharan},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Distributed Learning with Sublinear Communication},
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 = {40--50},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/acharya19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcharyaSFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterGKLMS19,
author = {Dylan J. Foster and
Spencer Greenberg and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Hypothesis Set Stability and Generalization},
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 = {6726--6736},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/300d1539c3b6aa1793b5678b857732cf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FosterGKLMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterKL19,
author = {Dylan J. Foster and
Akshay Krishnamurthy and
Haipeng Luo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Model Selection for Contextual Bandits},
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 = {14714--14725},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/433371e69eb202f8e7bc8ec2c8d48021-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09036,
author = {Dylan J. Foster and
Vasilis Syrgkanis},
title = {Orthogonal Statistical Learning},
journal = {CoRR},
volume = {abs/1901.09036},
year = {2019},
url = {http://arxiv.org/abs/1901.09036},
eprinttype = {arXiv},
eprint = {1901.09036},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04686,
author = {Dylan J. Foster and
Ayush Sekhari and
Ohad Shamir and
Nathan Srebro and
Karthik Sridharan and
Blake E. Woodworth},
title = {The Complexity of Making the Gradient Small in Stochastic Convex Optimization},
journal = {CoRR},
volume = {abs/1902.04686},
year = {2019},
url = {http://arxiv.org/abs/1902.04686},
eprinttype = {arXiv},
eprint = {1902.04686},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11259,
author = {Jayadev Acharya and
Christopher De Sa and
Dylan J. Foster and
Karthik Sridharan},
title = {Distributed Learning with Sublinear Communication},
journal = {CoRR},
volume = {abs/1902.11259},
year = {2019},
url = {http://arxiv.org/abs/1902.11259},
eprinttype = {arXiv},
eprint = {1902.11259},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-11259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04755,
author = {Dylan J. Foster and
Spencer Greenberg and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
title = {Hypothesis Set Stability and Generalization},
journal = {CoRR},
volume = {abs/1904.04755},
year = {2019},
url = {http://arxiv.org/abs/1904.04755},
eprinttype = {arXiv},
eprint = {1904.04755},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13283,
author = {Dylan J. Foster and
Andrej Risteski},
title = {Sum-of-squares meets square loss: Fast rates for agnostic tensor completion},
journal = {CoRR},
volume = {abs/1905.13283},
year = {2019},
url = {http://arxiv.org/abs/1905.13283},
eprinttype = {arXiv},
eprint = {1905.13283},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00531,
author = {Dylan J. Foster and
Akshay Krishnamurthy and
Haipeng Luo},
title = {Model selection for contextual bandits},
journal = {CoRR},
volume = {abs/1906.00531},
year = {2019},
url = {http://arxiv.org/abs/1906.00531},
eprinttype = {arXiv},
eprint = {1906.00531},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06468,
author = {Dylan J. Foster and
Alexander Rakhlin},
title = {{\unicode{120001}}\({}_{\mbox{{\(\infty\)}}}\) Vector Contraction
for Rademacher Complexity},
journal = {CoRR},
volume = {abs/1911.06468},
year = {2019},
url = {http://arxiv.org/abs/1911.06468},
eprinttype = {arXiv},
eprint = {1911.06468},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02365,
author = {Yossi Arjevani and
Yair Carmon and
John C. Duchi and
Dylan J. Foster and
Nathan Srebro and
Blake E. Woodworth},
title = {Lower Bounds for Non-Convex Stochastic Optimization},
journal = {CoRR},
volume = {abs/1912.02365},
year = {2019},
url = {http://arxiv.org/abs/1912.02365},
eprinttype = {arXiv},
eprint = {1912.02365},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FosterS018,
author = {Dylan J. Foster and
Karthik Sridharan and
Daniel Reichman},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Inference in Sparse Graphs with Pairwise Measurements and Side Information},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1810--1818},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/foster18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FosterS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterKLMS18,
author = {Dylan J. Foster and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Logistic Regression: The Importance of Being Improper},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {167--208},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/foster18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterKLMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterRS18,
author = {Dylan J. Foster and
Alexander Rakhlin and
Karthik Sridharan},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Online Learning: Sufficient Statistics and the Burkholder Method},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {3028--3064},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/foster18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterADLS18,
author = {Dylan J. Foster and
Alekh Agarwal and
Miroslav Dud{\'{\i}}k and
Haipeng Luo and
Robert E. Schapire},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Practical Contextual Bandits with Regression Oracles},
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 = {1534--1543},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/foster18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FosterADLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterK18,
author = {Dylan J. Foster and
Akshay Krishnamurthy},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Contextual bandits with surrogate losses: Margin bounds and efficient
algorithms},
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 = {2626--2637},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/01e9565cecc4e989123f9620c1d09c09-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FosterK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterSS18,
author = {Dylan J. Foster and
Ayush Sekhari and
Karthik Sridharan},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Uniform Convergence of Gradients for Non-Convex Learning and Optimization},
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 = {8759--8770},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/59ab3ba90ae4b4ab84fe69de7b8e3f5f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00101,
author = {Dylan J. Foster and
Satyen Kale and
Mehryar Mohri and
Karthik Sridharan},
title = {Parameter-free online learning via model selection},
journal = {CoRR},
volume = {abs/1801.00101},
year = {2018},
url = {http://arxiv.org/abs/1801.00101},
eprinttype = {arXiv},
eprint = {1801.00101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01088,
author = {Dylan J. Foster and
Alekh Agarwal and
Miroslav Dud{\'{\i}}k and
Haipeng Luo and
Robert E. Schapire},
title = {Practical Contextual Bandits with Regression Oracles},
journal = {CoRR},
volume = {abs/1803.01088},
year = {2018},
url = {http://arxiv.org/abs/1803.01088},
eprinttype = {arXiv},
eprint = {1803.01088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07617,
author = {Dylan J. Foster and
Alexander Rakhlin and
Karthik Sridharan},
title = {Online Learning: Sufficient Statistics and the Burkholder Method},
journal = {CoRR},
volume = {abs/1803.07617},
year = {2018},
url = {http://arxiv.org/abs/1803.07617},
eprinttype = {arXiv},
eprint = {1803.07617},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09349,
author = {Dylan J. Foster and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
title = {Logistic Regression: The Importance of Being Improper},
journal = {CoRR},
volume = {abs/1803.09349},
year = {2018},
url = {http://arxiv.org/abs/1803.09349},
eprinttype = {arXiv},
eprint = {1803.09349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10745,
author = {Dylan J. Foster and
Akshay Krishnamurthy},
title = {Contextual bandits with surrogate losses: Margin bounds and efficient
algorithms},
journal = {CoRR},
volume = {abs/1806.10745},
year = {2018},
url = {http://arxiv.org/abs/1806.10745},
eprinttype = {arXiv},
eprint = {1806.10745},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11059,
author = {Dylan J. Foster and
Ayush Sekhari and
Karthik Sridharan},
title = {Uniform Convergence of Gradients for Non-Convex Learning and Optimization},
journal = {CoRR},
volume = {abs/1810.11059},
year = {2018},
url = {http://arxiv.org/abs/1810.11059},
eprinttype = {arXiv},
eprint = {1810.11059},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterRS17,
author = {Dylan J. Foster and
Alexander Rakhlin and
Karthik Sridharan},
editor = {Satyen Kale and
Ohad Shamir},
title = {ZigZag: {A} New Approach to Adaptive Online Learning},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {876--924},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/foster17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterKMS17,
author = {Dylan J. Foster and
Satyen Kale and
Mehryar Mohri and
Karthik Sridharan},
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 = {Parameter-Free Online Learning via Model Selection},
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 = {6020--6030},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/a2186aa7c086b46ad4e8bf81e2a3a19b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterKMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettFT17,
author = {Peter L. Bartlett and
Dylan J. Foster and
Matus Telgarsky},
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 = {Spectrally-normalized margin bounds for neural networks},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6240--6249},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/b22b257ad0519d4500539da3c8bcf4dd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BartlettFT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FosterRS17,
author = {Dylan J. Foster and
Daniel Reichman and
Karthik Sridharan},
title = {Inference in Sparse Graphs with Pairwise Measurements and Side Information},
journal = {CoRR},
volume = {abs/1703.02728},
year = {2017},
url = {http://arxiv.org/abs/1703.02728},
eprinttype = {arXiv},
eprint = {1703.02728},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FosterRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FosterRS17a,
author = {Dylan J. Foster and
Alexander Rakhlin and
Karthik Sridharan},
title = {ZigZag: {A} new approach to adaptive online learning},
journal = {CoRR},
volume = {abs/1704.04010},
year = {2017},
url = {http://arxiv.org/abs/1704.04010},
eprinttype = {arXiv},
eprint = {1704.04010},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FosterRS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BartlettFT17,
author = {Peter L. Bartlett and
Dylan J. Foster and
Matus Telgarsky},
title = {Spectrally-normalized margin bounds for neural networks},
journal = {CoRR},
volume = {abs/1706.08498},
year = {2017},
url = {http://arxiv.org/abs/1706.08498},
eprinttype = {arXiv},
eprint = {1706.08498},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BartlettFT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterLLST16,
author = {Dylan J. Foster and
Zhiyuan Li and
Thodoris Lykouris and
Karthik Sridharan and
{\'{E}}va Tardos},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Learning in Games: Robustness of Fast Convergence},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4727--4735},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/b3f61131b6eceeb2b14835fa648a48ff-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FosterLLST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FosterLLST16,
author = {Dylan J. Foster and
Zhiyuan Li and
Thodoris Lykouris and
Karthik Sridharan and
{\'{E}}va Tardos},
title = {Fast Convergence of Common Learning Algorithms in Games},
journal = {CoRR},
volume = {abs/1606.06244},
year = {2016},
url = {http://arxiv.org/abs/1606.06244},
eprinttype = {arXiv},
eprint = {1606.06244},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FosterLLST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterRS15,
author = {Dylan J. Foster and
Alexander Rakhlin and
Karthik Sridharan},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Adaptive Online Learning},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3375--3383},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/19de10adbaa1b2ee13f77f679fa1483a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FosterRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FosterRS15,
author = {Dylan J. Foster and
Alexander Rakhlin and
Karthik Sridharan},
title = {Adaptive Online Learning},
journal = {CoRR},
volume = {abs/1508.05170},
year = {2015},
url = {http://arxiv.org/abs/1508.05170},
eprinttype = {arXiv},
eprint = {1508.05170},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FosterRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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