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ORCIDBibTeX records: Peter L. Bartlett
@article{DBLP:journals/jcss/BartlettL24,
author = {Peter L. Bartlett and
Philip M. Long},
title = {Corrigendum to "Prediction, learning, uniform convergence, and
scale-sensitive dimensions" {[J.} Comput. Syst. Sci. 56 {(2)}
{(1998)} 174-190]},
journal = {J. Comput. Syst. Sci.},
volume = {140},
pages = {103465},
year = {2024},
url = {https://doi.org/10.1016/j.jcss.2023.103465},
doi = {10.1016/J.JCSS.2023.103465},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/BartlettL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08016,
author = {Aldo Pacchiano and
Mohammad Ghavamzadeh and
Peter L. Bartlett},
title = {Contextual Bandits with Stage-wise Constraints},
journal = {CoRR},
volume = {abs/2401.08016},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08016},
doi = {10.48550/ARXIV.2401.08016},
eprinttype = {arXiv},
eprint = {2401.08016},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15801,
author = {Saptarshi Chakraborty and
Peter L. Bartlett},
title = {On the Statistical Properties of Generative Adversarial Models for
Low Intrinsic Data Dimension},
journal = {CoRR},
volume = {abs/2401.15801},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15801},
doi = {10.48550/ARXIV.2401.15801},
eprinttype = {arXiv},
eprint = {2401.15801},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14951,
author = {Ruiqi Zhang and
Jingfeng Wu and
Peter L. Bartlett},
title = {In-Context Learning of a Linear Transformer Block: Benefits of the
{MLP} Component and One-Step {GD} Initialization},
journal = {CoRR},
volume = {abs/2402.14951},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14951},
doi = {10.48550/ARXIV.2402.14951},
eprinttype = {arXiv},
eprint = {2402.14951},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15710,
author = {Saptarshi Chakraborty and
Peter L. Bartlett},
title = {A Statistical Analysis of Wasserstein Autoencoders for Intrinsically
Low-dimensional Data},
journal = {CoRR},
volume = {abs/2402.15710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15710},
doi = {10.48550/ARXIV.2402.15710},
eprinttype = {arXiv},
eprint = {2402.15710},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15926,
author = {Jingfeng Wu and
Peter L. Bartlett and
Matus Telgarsky and
Bin Yu},
title = {Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity
of the Loss Improves Optimization Efficiency},
journal = {CoRR},
volume = {abs/2402.15926},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15926},
doi = {10.48550/ARXIV.2402.15926},
eprinttype = {arXiv},
eprint = {2402.15926},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsiglerB23,
author = {Alexander Tsigler and
Peter L. Bartlett},
title = {Benign overfitting in ridge regression},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {123:1--123:76},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1398.html},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsiglerB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/PacchianoBJ23,
author = {Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
editor = {Shipra Agrawal and
Francesco Orabona},
title = {An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed
Bandit},
booktitle = {International Conference on Algorithmic Learning Theory, February
20-23, 2023, Singapore},
series = {Proceedings of Machine Learning Research},
volume = {201},
pages = {1166--1215},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v201/pacchiano23a.html},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alt/PacchianoBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FreiVBS23,
author = {Spencer Frei and
Gal Vardi and
Peter L. Bartlett and
Nathan Srebro},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from
{KKT} Conditions for Margin Maximization},
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 = {3173--3228},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/frei23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/FreiVBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FreiVBSH23,
author = {Spencer Frei and
Gal Vardi and
Peter L. Bartlett and
Nathan Srebro and
Wei Hu},
title = {Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data},
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=JpbLyEI5EwW},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FreiVBSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FreiVBS23,
author = {Spencer Frei and
Gal Vardi and
Peter L. Bartlett and
Nati Srebro},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness
in ReLU Networks},
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/1c26c389d60ec419fd24b5fee5b35796-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FreiVBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01456,
author = {Spencer Frei and
Gal Vardi and
Peter L. Bartlett and
Nathan Srebro},
title = {The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness
in ReLU Networks},
journal = {CoRR},
volume = {abs/2303.01456},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01456},
doi = {10.48550/ARXIV.2303.01456},
eprinttype = {arXiv},
eprint = {2303.01456},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01462,
author = {Spencer Frei and
Gal Vardi and
Peter L. Bartlett and
Nathan Srebro},
title = {Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from
{KKT} Conditions for Margin Maximization},
journal = {CoRR},
volume = {abs/2303.01462},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01462},
doi = {10.48550/ARXIV.2303.01462},
eprinttype = {arXiv},
eprint = {2303.01462},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11059,
author = {Peter L. Bartlett and
Philip M. Long},
title = {Prediction, Learning, Uniform Convergence, and Scale-sensitive Dimensions},
journal = {CoRR},
volume = {abs/2304.11059},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11059},
doi = {10.48550/ARXIV.2304.11059},
eprinttype = {arXiv},
eprint = {2304.11059},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09927,
author = {Ruiqi Zhang and
Spencer Frei and
Peter L. Bartlett},
title = {Trained Transformers Learn Linear Models In-Context},
journal = {CoRR},
volume = {abs/2306.09927},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09927},
doi = {10.48550/ARXIV.2306.09927},
eprinttype = {arXiv},
eprint = {2306.09927},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12488,
author = {Philip M. Long and
Peter L. Bartlett},
title = {Sharpness-Aware Minimization and the Edge of Stability},
journal = {CoRR},
volume = {abs/2309.12488},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12488},
doi = {10.48550/ARXIV.2309.12488},
eprinttype = {arXiv},
eprint = {2309.12488},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08391,
author = {Jingfeng Wu and
Difan Zou and
Zixiang Chen and
Vladimir Braverman and
Quanquan Gu and
Peter L. Bartlett},
title = {How Many Pretraining Tasks Are Needed for In-Context Learning of Linear
Regression?},
journal = {CoRR},
volume = {abs/2310.08391},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08391},
doi = {10.48550/ARXIV.2310.08391},
eprinttype = {arXiv},
eprint = {2310.08391},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06937,
author = {Gautam Goel and
Peter L. Bartlett},
title = {Can a Transformer Represent a Kalman Filter?},
journal = {CoRR},
volume = {abs/2312.06937},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06937},
doi = {10.48550/ARXIV.2312.06937},
eprinttype = {arXiv},
eprint = {2312.06937},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MouFWB22,
author = {Wenlong Mou and
Nicolas Flammarion and
Martin J. Wainwright and
Peter L. Bartlett},
title = {An Efficient Sampling Algorithm for Non-smooth Composite Potentials},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {233:1--233:50},
year = {2022},
url = {http://jmlr.org/papers/v23/20-527.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MouFWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChatterjiLB22,
author = {Niladri S. Chatterji and
Philip M. Long and
Peter L. Bartlett},
title = {The Interplay Between Implicit Bias and Benign Overfitting in Two-Layer
Linear Networks},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {263:1--263:48},
year = {2022},
url = {http://jmlr.org/papers/v23/21-1011.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChatterjiLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CherapanamjeriT22,
author = {Yeshwanth Cherapanamjeri and
Nilesh Tripuraneni and
Peter L. Bartlett and
Michael I. Jordan},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Optimal Mean Estimation without a Variance},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {356--357},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/cherapanamjeri22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/CherapanamjeriT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettIW22,
author = {Peter L. Bartlett and
Piotr Indyk and
Tal Wagner},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Generalization Bounds for Data-Driven Numerical Linear Algebra},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2013--2040},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/bartlett22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettIW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MouPWB22,
author = {Wenlong Mou and
Ashwin Pananjady and
Martin J. Wainwright and
Peter L. Bartlett},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Optimal and instance-dependent guarantees for Markovian linear stochastic
approximation},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2060--2061},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/mou22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MouPWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FreiCB22,
author = {Spencer Frei and
Niladri S. Chatterji and
Peter L. Bartlett},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Benign Overfitting without Linearity: Neural Network Classifiers Trained
by Gradient Descent for Noisy Linear Data},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2668--2703},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/frei22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FreiCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08518,
author = {Wenlong Mou and
Koulik Khamaru and
Martin J. Wainwright and
Peter L. Bartlett and
Michael I. Jordan},
title = {Optimal variance-reduced stochastic approximation in Banach spaces},
journal = {CoRR},
volume = {abs/2201.08518},
year = {2022},
url = {https://arxiv.org/abs/2201.08518},
eprinttype = {arXiv},
eprint = {2201.08518},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05928,
author = {Spencer Frei and
Niladri S. Chatterji and
Peter L. Bartlett},
title = {Benign Overfitting without Linearity: Neural Network Classifiers Trained
by Gradient Descent for Noisy Linear Data},
journal = {CoRR},
volume = {abs/2202.05928},
year = {2022},
url = {https://arxiv.org/abs/2202.05928},
eprinttype = {arXiv},
eprint = {2202.05928},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07626,
author = {Spencer Frei and
Niladri S. Chatterji and
Peter L. Bartlett},
title = {Random Feature Amplification: Feature Learning and Generalization
in Neural Networks},
journal = {CoRR},
volume = {abs/2202.07626},
year = {2022},
url = {https://arxiv.org/abs/2202.07626},
eprinttype = {arXiv},
eprint = {2202.07626},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04236,
author = {Juan C. Perdomo and
Akshay Krishnamurthy and
Peter L. Bartlett and
Sham M. Kakade},
title = {A Sharp Characterization of Linear Estimators for Offline Policy Evaluation},
journal = {CoRR},
volume = {abs/2203.04236},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04236},
doi = {10.48550/ARXIV.2203.04236},
eprinttype = {arXiv},
eprint = {2203.04236},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07886,
author = {Peter L. Bartlett and
Piotr Indyk and
Tal Wagner},
title = {Generalization Bounds for Data-Driven Numerical Linear Algebra},
journal = {CoRR},
volume = {abs/2206.07886},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07886},
doi = {10.48550/ARXIV.2206.07886},
eprinttype = {arXiv},
eprint = {2206.07886},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12441,
author = {Aldo Pacchiano and
Ofir Nachum and
Nilesh Tripuraneni and
Peter L. Bartlett},
title = {Joint Representation Training in Sequential Tasks with Shared Structure},
journal = {CoRR},
volume = {abs/2206.12441},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12441},
doi = {10.48550/ARXIV.2206.12441},
eprinttype = {arXiv},
eprint = {2206.12441},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13075,
author = {Wenlong Mou and
Martin J. Wainwright and
Peter L. Bartlett},
title = {Off-policy estimation of linear functionals: Non-asymptotic theory
for semi-parametric efficiency},
journal = {CoRR},
volume = {abs/2209.13075},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13075},
doi = {10.48550/ARXIV.2209.13075},
eprinttype = {arXiv},
eprint = {2209.13075},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01513,
author = {Peter L. Bartlett and
Philip M. Long and
Olivier Bousquet},
title = {The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines
and Drifting Towards Wide Minima},
journal = {CoRR},
volume = {abs/2210.01513},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01513},
doi = {10.48550/ARXIV.2210.01513},
eprinttype = {arXiv},
eprint = {2210.01513},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07082,
author = {Spencer Frei and
Gal Vardi and
Peter L. Bartlett and
Nathan Srebro and
Wei Hu},
title = {Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data},
journal = {CoRR},
volume = {abs/2210.07082},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07082},
doi = {10.48550/ARXIV.2210.07082},
eprinttype = {arXiv},
eprint = {2210.07082},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actanum/BartlettMR21,
author = {Peter L. Bartlett and
Andrea Montanari and
Alexander Rakhlin},
title = {Deep learning: a statistical viewpoint},
journal = {Acta Numer.},
volume = {30},
pages = {87--201},
year = {2021},
url = {https://doi.org/10.1017/S0962492921000027},
doi = {10.1017/S0962492921000027},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/actanum/BartlettMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MouMWBJ21,
author = {Wenlong Mou and
Yi{-}An Ma and
Martin J. Wainwright and
Peter L. Bartlett and
Michael I. Jordan},
title = {High-Order Langevin Diffusion Yields an Accelerated {MCMC} Algorithm},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {42:1--42:41},
year = {2021},
url = {http://jmlr.org/papers/v22/20-576.html},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/MouMWBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChatterjiLB21,
author = {Niladri S. Chatterji and
Philip M. Long and
Peter L. Bartlett},
title = {When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer
Networks?},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {159:1--159:48},
year = {2021},
url = {http://jmlr.org/papers/v22/20-1372.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ChatterjiLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartlettL21,
author = {Peter L. Bartlett and
Philip M. Long},
title = {Failures of Model-dependent Generalization Bounds for Least-norm Interpolation},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {204:1--204:15},
year = {2021},
url = {http://jmlr.org/papers/v22/20-1164.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BartlettL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PacchianoGBJ21,
author = {Aldo Pacchiano and
Mohammad Ghavamzadeh and
Peter L. Bartlett and
Heinrich Jiang},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Stochastic Bandits with Linear Constraints},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2827--2835},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/pacchiano21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PacchianoGBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChatterjiLB21,
author = {Niladri S. Chatterji and
Philip M. Long and
Peter L. Bartlett},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {When does gradient descent with logistic loss interpolate using deep
networks with smoothed ReLU activations?},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {927--1027},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/chatterji21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChatterjiLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PerdomoSAB21,
author = {Juan C. Perdomo and
Max Simchowitz and
Alekh Agarwal and
Peter L. Bartlett},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Towards a Dimension-Free Understanding of Adaptive Linear Control},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {3681--3770},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/perdomo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/PerdomoSAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AroraBMS21,
author = {Raman Arora and
Peter L. Bartlett and
Poorya Mianjy and
Nathan Srebro},
editor = {Marina Meila and
Tong Zhang},
title = {Dropout: Explicit Forms and Capacity Control},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {351--361},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/arora21a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AroraBMS21.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}
}
@inproceedings{DBLP:conf/nips/PacchianoLBN21,
author = {Aldo Pacchiano and
Jonathan N. Lee and
Peter L. Bartlett and
Ofir Nachum},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Near Optimal Policy Optimization via {REPS}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1100--1110},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/08d562c1eedd30b15b51e35d8486d14c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PacchianoLBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChatterjiPBJ21,
author = {Niladri S. Chatterji and
Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {On the Theory of Reinforcement Learning with Once-per-Episode Feedback},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3401--3412},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/1bf2efbbe0c49b9f567c2e40f645279a-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChatterjiPBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettBC21,
author = {Peter L. Bartlett and
S{\'{e}}bastien Bubeck and
Yeshwanth Cherapanamjeri},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adversarial Examples in Multi-Layer Random ReLU Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9241--9252},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4d19b37a2c399deace9082d464930022-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartlettBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04998,
author = {Niladri S. Chatterji and
Philip M. Long and
Peter L. Bartlett},
title = {When does gradient descent with logistic loss interpolate using deep
networks with smoothed ReLU activations?},
journal = {CoRR},
volume = {abs/2102.04998},
year = {2021},
url = {https://arxiv.org/abs/2102.04998},
eprinttype = {arXiv},
eprint = {2102.04998},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09177,
author = {Peter L. Bartlett and
Andrea Montanari and
Alexander Rakhlin},
title = {Deep learning: a statistical viewpoint},
journal = {CoRR},
volume = {abs/2103.09177},
year = {2021},
url = {https://arxiv.org/abs/2103.09177},
eprinttype = {arXiv},
eprint = {2103.09177},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09756,
author = {Aldo Pacchiano and
Jonathan N. Lee and
Peter L. Bartlett and
Ofir Nachum},
title = {Near Optimal Policy Optimization via {REPS}},
journal = {CoRR},
volume = {abs/2103.09756},
year = {2021},
url = {https://arxiv.org/abs/2103.09756},
eprinttype = {arXiv},
eprint = {2103.09756},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09847,
author = {Lin Chen and
Bruno Scherrer and
Peter L. Bartlett},
title = {Infinite-Horizon Offline Reinforcement Learning with Linear Function
Approximation: Curse of Dimensionality and Algorithm},
journal = {CoRR},
volume = {abs/2103.09847},
year = {2021},
url = {https://arxiv.org/abs/2103.09847},
eprinttype = {arXiv},
eprint = {2103.09847},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10620,
author = {Juan C. Perdomo and
Max Simchowitz and
Alekh Agarwal and
Peter L. Bartlett},
title = {Towards a Dimension-Free Understanding of Adaptive Linear Control},
journal = {CoRR},
volume = {abs/2103.10620},
year = {2021},
url = {https://arxiv.org/abs/2103.10620},
eprinttype = {arXiv},
eprint = {2103.10620},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10620.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/corr/abs-2105-10590,
author = {Jeffrey Chan and
Aldo Pacchiano and
Nilesh Tripuraneni and
Yun S. Song and
Peter L. Bartlett and
Michael I. Jordan},
title = {Parallelizing Contextual Linear Bandits},
journal = {CoRR},
volume = {abs/2105.10590},
year = {2021},
url = {https://arxiv.org/abs/2105.10590},
eprinttype = {arXiv},
eprint = {2105.10590},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14363,
author = {Niladri S. Chatterji and
Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
title = {On the Theory of Reinforcement Learning with Once-per-Episode Feedback},
journal = {CoRR},
volume = {abs/2105.14363},
year = {2021},
url = {https://arxiv.org/abs/2105.14363},
eprinttype = {arXiv},
eprint = {2105.14363},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12611,
author = {Peter L. Bartlett and
S{\'{e}}bastien Bubeck and
Yeshwanth Cherapanamjeri},
title = {Adversarial Examples in Multi-Layer Random ReLU Networks},
journal = {CoRR},
volume = {abs/2106.12611},
year = {2021},
url = {https://arxiv.org/abs/2106.12611},
eprinttype = {arXiv},
eprint = {2106.12611},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11489,
author = {Niladri S. Chatterji and
Philip M. Long and
Peter L. Bartlett},
title = {The Interplay Between Implicit Bias and Benign Overfitting in Two-Layer
Linear Networks},
journal = {CoRR},
volume = {abs/2108.11489},
year = {2021},
url = {https://arxiv.org/abs/2108.11489},
eprinttype = {arXiv},
eprint = {2108.11489},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04873,
author = {Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
title = {An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed
Bandit},
journal = {CoRR},
volume = {abs/2111.04873},
year = {2021},
url = {https://arxiv.org/abs/2111.04873},
eprinttype = {arXiv},
eprint = {2111.04873},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12770,
author = {Wenlong Mou and
Ashwin Pananjady and
Martin J. Wainwright and
Peter L. Bartlett},
title = {Optimal and instance-dependent guarantees for Markovian linear stochastic
approximation},
journal = {CoRR},
volume = {abs/2112.12770},
year = {2021},
url = {https://arxiv.org/abs/2112.12770},
eprinttype = {arXiv},
eprint = {2112.12770},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12770.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/aistats/ChatterjiDJB20,
author = {Niladri S. Chatterji and
Jelena Diakonikolas and
Michael I. Jordan and
Peter L. Bartlett},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Langevin Monte Carlo without smoothness},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1716--1726},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/chatterji20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChatterjiDJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChatterjiMB20,
author = {Niladri S. Chatterji and
Vidya Muthukumar and
Peter L. Bartlett},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {{OSOM:} {A} simultaneously optimal algorithm for multi-armed and linear
contextual bandits},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1844--1854},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/chatterji20b.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChatterjiMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MouLWBJ20,
author = {Wenlong Mou and
Chris Junchi Li and
Martin J. Wainwright and
Peter L. Bartlett and
Michael I. Jordan},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {On Linear Stochastic Approximation: Fine-grained Polyak-Ruppert and
Non-Asymptotic Concentration},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {2947--2997},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/mou20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/MouLWBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengYBJ20,
author = {Xiang Cheng and
Dong Yin and
Peter L. Bartlett and
Michael I. Jordan},
title = {Stochastic Gradient and Langevin Processes},
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 = {1810--1819},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20e.html},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengYBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeePBJ20,
author = {Jonathan N. Lee and
Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
title = {Accelerated Message Passing for Entropy-Regularized {MAP} Inference},
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 = {5736--5746},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeePBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MazumdarPMJB20,
author = {Eric Mazumdar and
Aldo Pacchiano and
Yi{-}An Ma and
Michael I. Jordan and
Peter L. Bartlett},
title = {On Approximate Thompson Sampling with Langevin Algorithms},
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 = {6797--6807},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mazumdar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MazumdarPMJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NguyenYB20,
author = {Thanh Tan Nguyen and
Nan Ye and
Peter L. Bartlett},
editor = {Christian Bessiere},
title = {Greedy Convex Ensemble},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3101--3107},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/429},
doi = {10.24963/IJCAI.2020/429},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NguyenYB20.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/MobahiFB20,
author = {Hossein Mobahi and
Mehrdad Farajtabar and
Peter L. Bartlett},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Self-Distillation Amplifies Regularization in Hilbert Space},
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/2288f691b58edecadcc9a8691762b4fd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MobahiFB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00291,
author = {Niladri S. Chatterji and
Peter L. Bartlett and
Philip M. Long},
title = {Oracle lower bounds for stochastic gradient sampling algorithms},
journal = {CoRR},
volume = {abs/2002.00291},
year = {2020},
url = {https://arxiv.org/abs/2002.00291},
eprinttype = {arXiv},
eprint = {2002.00291},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05715,
author = {Hossein Mobahi and
Mehrdad Farajtabar and
Peter L. Bartlett},
title = {Self-Distillation Amplifies Regularization in Hilbert Space},
journal = {CoRR},
volume = {abs/2002.05715},
year = {2020},
url = {https://arxiv.org/abs/2002.05715},
eprinttype = {arXiv},
eprint = {2002.05715},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10002,
author = {Eric Mazumdar and
Aldo Pacchiano and
Yi{-}An Ma and
Peter L. Bartlett and
Michael I. Jordan},
title = {On Thompson Sampling with Langevin Algorithms},
journal = {CoRR},
volume = {abs/2002.10002},
year = {2020},
url = {https://arxiv.org/abs/2002.10002},
eprinttype = {arXiv},
eprint = {2002.10002},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03397,
author = {Raman Arora and
Peter L. Bartlett and
Poorya Mianjy and
Nathan Srebro},
title = {Dropout: Explicit Forms and Capacity Control},
journal = {CoRR},
volume = {abs/2003.03397},
year = {2020},
url = {https://arxiv.org/abs/2003.03397},
eprinttype = {arXiv},
eprint = {2003.03397},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04719,
author = {Wenlong Mou and
Chris Junchi Li and
Martin J. Wainwright and
Peter L. Bartlett and
Michael I. Jordan},
title = {On Linear Stochastic Approximation: Fine-grained Polyak-Ruppert and
Non-Asymptotic Concentration},
journal = {CoRR},
volume = {abs/2004.04719},
year = {2020},
url = {https://arxiv.org/abs/2004.04719},
eprinttype = {arXiv},
eprint = {2004.04719},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10185,
author = {Aldo Pacchiano and
Mohammad Ghavamzadeh and
Peter L. Bartlett and
Heinrich Jiang},
title = {Stochastic Bandits with Linear Constraints},
journal = {CoRR},
volume = {abs/2006.10185},
year = {2020},
url = {https://arxiv.org/abs/2006.10185},
eprinttype = {arXiv},
eprint = {2006.10185},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00699,
author = {Jonathan N. Lee and
Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
title = {Accelerated Message Passing for Entropy-Regularized {MAP} Inference},
journal = {CoRR},
volume = {abs/2007.00699},
year = {2020},
url = {https://arxiv.org/abs/2007.00699},
eprinttype = {arXiv},
eprint = {2007.00699},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08137,
author = {Yeshwanth Cherapanamjeri and
Efe Aras and
Nilesh Tripuraneni and
Michael I. Jordan and
Nicolas Flammarion and
Peter L. Bartlett},
title = {Optimal Robust Linear Regression in Nearly Linear Time},
journal = {CoRR},
volume = {abs/2007.08137},
year = {2020},
url = {https://arxiv.org/abs/2007.08137},
eprinttype = {arXiv},
eprint = {2007.08137},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08479,
author = {Peter L. Bartlett and
Philip M. Long},
title = {Failures of model-dependent generalization bounds for least-norm interpolation},
journal = {CoRR},
volume = {abs/2010.08479},
year = {2020},
url = {https://arxiv.org/abs/2010.08479},
eprinttype = {arXiv},
eprint = {2010.08479},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12433,
author = {Yeshwanth Cherapanamjeri and
Nilesh Tripuraneni and
Peter L. Bartlett and
Michael I. Jordan},
title = {Optimal Mean Estimation without a Variance},
journal = {CoRR},
volume = {abs/2011.12433},
year = {2020},
url = {https://arxiv.org/abs/2011.12433},
eprinttype = {arXiv},
eprint = {2011.12433},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02409,
author = {Niladri S. Chatterji and
Philip M. Long and
Peter L. Bartlett},
title = {When does gradient descent with logistic loss find interpolating two-layer
networks?},
journal = {CoRR},
volume = {abs/2012.02409},
year = {2020},
url = {https://arxiv.org/abs/2012.02409},
eprinttype = {arXiv},
eprint = {2012.02409},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13045,
author = {Aldo Pacchiano and
Christoph Dann and
Claudio Gentile and
Peter L. Bartlett},
title = {Regret Bound Balancing and Elimination for Model Selection in Bandits
and {RL}},
journal = {CoRR},
volume = {abs/2012.13045},
year = {2020},
url = {https://arxiv.org/abs/2012.13045},
eprinttype = {arXiv},
eprint = {2012.13045},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartlettHLM19,
author = {Peter L. Bartlett and
Nick Harvey and
Christopher Liaw and
Abbas Mehrabian},
title = {Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise
Linear Neural Networks},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {63:1--63:17},
year = {2019},
url = {http://jmlr.org/papers/v20/17-612.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BartlettHLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BartlettHL19,
author = {Peter L. Bartlett and
David P. Helmbold and
Philip M. Long},
title = {Gradient Descent with Identity Initialization Efficiently Learns Positive-Definite
Linear Transformations by Deep Residual Networks},
journal = {Neural Comput.},
volume = {31},
number = {3},
year = {2019},
url = {https://doi.org/10.1162/neco\_a\_01164},
doi = {10.1162/NECO\_A\_01164},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BartlettHL19.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/aistats/MuthukumarRSB19,
author = {Vidya Muthukumar and
Mitas Ray and
Anant Sahai and
Peter L. Bartlett},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Best of many worlds: Robust model selection for online supervised
learning},
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 = {3177--3186},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/muthukumar19a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MuthukumarRSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BartlettGV19,
author = {Peter L. Bartlett and
Victor Gabillon and
Michal Valko},
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {A simple parameter-free and adaptive approach to optimization under
a minimal local smoothness assumption},
booktitle = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
pages = {184--206},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/bartlett19a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/alt/BartlettGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CherapanamjeriB19,
author = {Yeshwanth Cherapanamjeri and
Peter L. Bartlett},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Testing Symmetric Markov Chains Without Hitting},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {758--785},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/cherapanamjeri19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/CherapanamjeriB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CherapanamjeriF19,
author = {Yeshwanth Cherapanamjeri and
Nicolas Flammarion and
Peter L. Bartlett},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Fast Mean Estimation with Sub-Gaussian Rates},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {786--806},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/cherapanamjeri19b.html},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CherapanamjeriF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BartlettGHV19,
author = {Peter L. Bartlett and
Victor Gabillon and
Jennifer Healey and
Michal Valko},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Scale-free adaptive planning for deterministic dynamics {\&} discounted
rewards},
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 = {495--504},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bartlett19a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BartlettGHV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChatterjiPB19,
author = {Niladri S. Chatterji and
Aldo Pacchiano and
Peter L. Bartlett},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Online learning with kernel losses},
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 = {971--980},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chatterji19a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChatterjiPB19.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}
}
@inproceedings{DBLP:conf/icml/YinCRB19,
author = {Dong Yin and
Yudong Chen and
Kannan Ramchandran and
Peter L. Bartlett},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Defending Against Saddle Point Attack in Byzantine-Robust Distributed
Learning},
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 = {7074--7084},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yin19a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YinCRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YinRB19,
author = {Dong Yin and
Kannan Ramchandran and
Peter L. Bartlett},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Rademacher Complexity for Adversarially Robust Generalization},
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 = {7085--7094},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yin19b.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YinRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01992,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Xi Chen and
Alan Malek},
title = {Large-Scale Markov Decision Problems via the Linear Programming Dual},
journal = {CoRR},
volume = {abs/1901.01992},
year = {2019},
url = {http://arxiv.org/abs/1901.01992},
eprinttype = {arXiv},
eprint = {1901.01992},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00832,
author = {Xiang Cheng and
Peter L. Bartlett and
Michael I. Jordan},
title = {Quantitative Central Limit Theorems for Discrete Stochastic Processes},
journal = {CoRR},
volume = {abs/1902.00832},
year = {2019},
url = {http://arxiv.org/abs/1902.00832},
eprinttype = {arXiv},
eprint = {1902.00832},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00996,
author = {Yi{-}An Ma and
Niladri S. Chatterji and
Xiang Cheng and
Nicolas Flammarion and
Peter L. Bartlett and
Michael I. Jordan},
title = {Is There an Analog of Nesterov Acceleration for MCMC?},
journal = {CoRR},
volume = {abs/1902.00996},
year = {2019},
url = {http://arxiv.org/abs/1902.00996},
eprinttype = {arXiv},
eprint = {1902.00996},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01998,
author = {Yeshwanth Cherapanamjeri and
Nicolas Flammarion and
Peter L. Bartlett},
title = {Fast Mean Estimation with Sub-Gaussian Rates},
journal = {CoRR},
volume = {abs/1902.01998},
year = {2019},
url = {http://arxiv.org/abs/1902.01998},
eprinttype = {arXiv},
eprint = {1902.01998},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01999,
author = {Yeshwanth Cherapanamjeri and
Peter L. Bartlett},
title = {Testing Markov Chains without Hitting},
journal = {CoRR},
volume = {abs/1902.01999},
year = {2019},
url = {http://arxiv.org/abs/1902.01999},
eprinttype = {arXiv},
eprint = {1902.01999},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10040,
author = {Niladri S. Chatterji and
Vidya Muthukumar and
Peter L. Bartlett},
title = {{OSOM:} {A} Simultaneously Optimal Algorithm for Multi-Armed and Linear
Contextual Bandits},
journal = {CoRR},
volume = {abs/1905.10040},
year = {2019},
url = {http://arxiv.org/abs/1905.10040},
eprinttype = {arXiv},
eprint = {1905.10040},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13285,
author = {Niladri S. Chatterji and
Jelena Diakonikolas and
Michael I. Jordan and
Peter L. Bartlett},
title = {Langevin Monte Carlo without Smoothness},
journal = {CoRR},
volume = {abs/1905.13285},
year = {2019},
url = {http://arxiv.org/abs/1905.13285},
eprinttype = {arXiv},
eprint = {1905.13285},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11300,
author = {Peter L. Bartlett and
Philip M. Long and
G{\'{a}}bor Lugosi and
Alexander Tsigler},
title = {Benign Overfitting in Linear Regression},
journal = {CoRR},
volume = {abs/1906.11300},
year = {2019},
url = {http://arxiv.org/abs/1906.11300},
eprinttype = {arXiv},
eprint = {1906.11300},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03215,
author = {Xiang Cheng and
Dong Yin and
Peter L. Bartlett and
Michael I. Jordan},
title = {Quantitative W\({}_{\mbox{1}}\) Convergence of Langevin-Like Stochastic
Processes with Non-Convex Potential State-Dependent Noise},
journal = {CoRR},
volume = {abs/1907.03215},
year = {2019},
url = {http://arxiv.org/abs/1907.03215},
eprinttype = {arXiv},
eprint = {1907.03215},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03215.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}
}
@article{DBLP:journals/corr/abs-1908-10859,
author = {Wenlong Mou and
Yi{-}An Ma and
Martin J. Wainwright and
Peter L. Bartlett and
Michael I. Jordan},
title = {High-Order Langevin Diffusion Yields an Accelerated {MCMC} Algorithm},
journal = {CoRR},
volume = {abs/1908.10859},
year = {2019},
url = {http://arxiv.org/abs/1908.10859},
eprinttype = {arXiv},
eprint = {1908.10859},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00551,
author = {Wenlong Mou and
Nicolas Flammarion and
Martin J. Wainwright and
Peter L. Bartlett},
title = {An Efficient Sampling Algorithm for Non-smooth Composite Potentials},
journal = {CoRR},
volume = {abs/1910.00551},
year = {2019},
url = {http://arxiv.org/abs/1910.00551},
eprinttype = {arXiv},
eprint = {1910.00551},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03742,
author = {Tan M. Nguyen and
Nan Ye and
Peter L. Bartlett},
title = {Learning Near-optimal Convex Combinations of Basis Models with Generalization
Guarantees},
journal = {CoRR},
volume = {abs/1910.03742},
year = {2019},
url = {http://arxiv.org/abs/1910.03742},
eprinttype = {arXiv},
eprint = {1910.03742},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07247,
author = {Peter L. Bartlett and
Jonathan Baxter},
title = {Hebbian Synaptic Modifications in Spiking Neurons that Learn},
journal = {CoRR},
volume = {abs/1911.07247},
year = {2019},
url = {http://arxiv.org/abs/1911.07247},
eprinttype = {arXiv},
eprint = {1911.07247},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05153,
author = {Wenlong Mou and
Nhat Ho and
Martin J. Wainwright and
Peter L. Bartlett and
Michael I. Jordan},
title = {Sampling for Bayesian Mixture Models: {MCMC} with Polynomial-Time
Mixing},
journal = {CoRR},
volume = {abs/1912.05153},
year = {2019},
url = {http://arxiv.org/abs/1912.05153},
eprinttype = {arXiv},
eprint = {1912.05153},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChengRPBM18,
author = {Xiang Cheng and
Fred (Farbod) Roosta and
Stefan Palombo and
Peter L. Bartlett and
Michael W. Mahoney},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {{FLAG} n' {FLARE:} Fast Linearly-Coupled Adaptive Gradient Methods},
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 = {404--414},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/cheng18b.html},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChengRPBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YinPLPRB18,
author = {Dong Yin and
Ashwin Pananjady and
Maximilian Lam and
Dimitris S. Papailiopoulos and
Kannan Ramchandran and
Peter L. Bartlett},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Gradient Diversity: a Key Ingredient for Scalable Distributed Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1998--2007},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/yin18a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YinPLPRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/ChengB18,
author = {Xiang Cheng and
Peter L. Bartlett},
editor = {Firdaus Janoos and
Mehryar Mohri and
Karthik Sridharan},
title = {Convergence of Langevin {MCMC} in KL-divergence},
booktitle = {Algorithmic Learning Theory, {ALT} 2018, 7-9 April 2018, Lanzarote,
Canary Islands, Spain},
series = {Proceedings of Machine Learning Research},
volume = {83},
pages = {186--211},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v83/cheng18a.html},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/ChengB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChengCBJ18,
author = {Xiang Cheng and
Niladri S. Chatterji and
Peter L. Bartlett and
Michael I. Jordan},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Underdamped Langevin {MCMC:} {A} non-asymptotic analysis},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {300--323},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/cheng18a.html},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChengCBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Abbasi-YadkoriB18,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Victor Gabillon and
Alan Malek and
Michal Valko},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Best of both worlds: Stochastic {\&} adversarial best-arm identification},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {918--949},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/abbasi-yadkori18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Abbasi-YadkoriB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/PeronBBHC18,
author = {Martin P{\'{e}}ron and
Peter L. Bartlett and
Kai Helge Becker and
Kate J. Helmstedt and
Iadine Chad{\`{e}}s},
editor = {Ellen W. Zegura},
title = {Two Approximate Dynamic Programming Algorithms for Managing Complete
{SIS} Networks},
booktitle = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
USA, June 20-22, 2018},
pages = {8:1--8:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209811.3209814},
doi = {10.1145/3209811.3209814},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dev/PeronBBHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BartlettHL18,
author = {Peter L. Bartlett and
David P. Helmbold and
Philip M. Long},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Gradient descent with identity initialization efficiently learns positive
definite linear transformations},
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 = {520--529},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/bartlett18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/BartlettHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChatterjiFMBJ18,
author = {Niladri S. Chatterji and
Nicolas Flammarion and
Yi{-}An Ma and
Peter L. Bartlett and
Michael I. Jordan},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {On the Theory of Variance Reduction for Stochastic Gradient Monte
Carlo},
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 = {763--772},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/chatterji18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChatterjiFMBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YinCRB18,
author = {Dong Yin and
Yudong Chen and
Kannan Ramchandran and
Peter L. Bartlett},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Byzantine-Robust Distributed Learning: Towards Optimal Statistical
Rates},
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 = {5636--5645},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/yin18a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YinCRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MalekB18,
author = {Alan Malek and
Peter L. Bartlett},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Horizon-Independent Minimax Linear Regression},
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 = {5264--5273},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/84b20b1f5a0d103f5710bb67a043cd78-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MalekB18.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 = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BhatiaPFBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05431,
author = {Niladri S. Chatterji and
Nicolas Flammarion and
Yi{-}An Ma and
Peter L. Bartlett and
Michael I. Jordan},
title = {On the Theory of Variance Reduction for Stochastic Gradient Monte
Carlo},
journal = {CoRR},
volume = {abs/1802.05431},
year = {2018},
url = {http://arxiv.org/abs/1802.05431},
eprinttype = {arXiv},
eprint = {1802.05431},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06093,
author = {Peter L. Bartlett and
David P. Helmbold and
Philip M. Long},
title = {Gradient descent with identity initialization efficiently learns positive
definite linear transformations by deep residual networks},
journal = {CoRR},
volume = {abs/1802.06093},
year = {2018},
url = {http://arxiv.org/abs/1802.06093},
eprinttype = {arXiv},
eprint = {1802.06093},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09732,
author = {Aldo Pacchiano and
Niladri S. Chatterji and
Peter L. Bartlett},
title = {Online learning with kernel losses},
journal = {CoRR},
volume = {abs/1802.09732},
year = {2018},
url = {http://arxiv.org/abs/1802.09732},
eprinttype = {arXiv},
eprint = {1802.09732},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01498,
author = {Dong Yin and
Yudong Chen and
Kannan Ramchandran and
Peter L. Bartlett},
title = {Byzantine-Robust Distributed Learning: Towards Optimal Statistical
Rates},
journal = {CoRR},
volume = {abs/1803.01498},
year = {2018},
url = {http://arxiv.org/abs/1803.01498},
eprinttype = {arXiv},
eprint = {1803.01498},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05012,
author = {Peter L. Bartlett and
Steven N. Evans and
Philip M. Long},
title = {Representing smooth functions as compositions of near-identity functions
with implications for deep network optimization},
journal = {CoRR},
volume = {abs/1804.05012},
year = {2018},
url = {http://arxiv.org/abs/1804.05012},
eprinttype = {arXiv},
eprint = {1804.05012},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01648,
author = {Xiang Cheng and
Niladri S. Chatterji and
Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Michael I. Jordan},
title = {Sharp Convergence Rates for Langevin Dynamics in the Nonconvex Setting},
journal = {CoRR},
volume = {abs/1805.01648},
year = {2018},
url = {http://arxiv.org/abs/1805.01648},
eprinttype = {arXiv},
eprint = {1805.01648},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08562,
author = {Vidya Muthukumar and
Mitas Ray and
Anant Sahai and
Peter L. Bartlett},
title = {Best of many worlds: Robust model selection for online supervised
learning},
journal = {CoRR},
volume = {abs/1805.08562},
year = {2018},
url = {http://arxiv.org/abs/1805.08562},
eprinttype = {arXiv},
eprint = {1805.08562},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05358,
author = {Dong Yin and
Yudong Chen and
Kannan Ramchandran and
Peter L. Bartlett},
title = {Defending Against Saddle Point Attack in Byzantine-Robust Distributed
Learning},
journal = {CoRR},
volume = {abs/1806.05358},
year = {2018},
url = {http://arxiv.org/abs/1806.05358},
eprinttype = {arXiv},
eprint = {1806.05358},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00997,
author = {Peter L. Bartlett and
Victor Gabillon and
Michal Valko},
title = {A simple parameter-free and adaptive approach to optimization under
a minimal local smoothness assumption},
journal = {CoRR},
volume = {abs/1810.00997},
year = {2018},
url = {http://arxiv.org/abs/1810.00997},
eprinttype = {arXiv},
eprint = {1810.00997},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11914,
author = {Dong Yin and
Kannan Ramchandran and
Peter L. Bartlett},
title = {Rademacher Complexity for Adversarially Robust Generalization},
journal = {CoRR},
volume = {abs/1810.11914},
year = {2018},
url = {http://arxiv.org/abs/1810.11914},
eprinttype = {arXiv},
eprint = {1810.11914},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11914.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}
}
@article{DBLP:journals/tit/HedayatiB17,
author = {Fares Hedayati and
Peter L. Bartlett},
title = {Exchangeability Characterizes Optimality of Sequential Normalized
Maximum Likelihood and Bayesian Prediction},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {10},
pages = {6767--6773},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2735799},
doi = {10.1109/TIT.2017.2735799},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HedayatiB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PeronBBC17,
author = {Martin P{\'{e}}ron and
Kai Helge Becker and
Peter L. Bartlett and
Iadine Chades},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Fast-Tracking Stationary MOMDPs for Adaptive Management Problems},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4531--4537},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11173},
doi = {10.1609/AAAI.V31I1.11173},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PeronBBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Abbasi-YadkoriB17,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Victor Gabillon and
Alan Malek},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Hit-and-Run for Sampling and Planning in Non-Convex Spaces},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {888--895},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/abbasi-yadkori17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Abbasi-YadkoriB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4140--4149},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhong17a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChatterjiB17,
author = {Niladri S. Chatterji and
Peter L. Bartlett},
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 = {Alternating minimization for dictionary learning with random initialization},
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 = {1997--2006},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3210ddbeaa16948a702b6049b8d9a202-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChatterjiB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Abbasi-YadkoriB17,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Victor Gabillon},
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 = {Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction
Problem},
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 = {3033--3042},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/851300ee84c2b80ed40f51ed26d866fc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Abbasi-YadkoriB17.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}
}
@inproceedings{DBLP:conf/nips/KricheneB17,
author = {Walid Krichene and
Peter L. Bartlett},
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 = {Acceleration and Averaging in Stochastic Descent Dynamics},
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 = {6796--6806},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/643de7cf7ba769c7466ccbc4adfd7fac-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KricheneB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1705-09396,
author = {Nan Ye and
Peter L. Bartlett},
title = {Approximate and Stochastic Greedy Optimization},
journal = {CoRR},
volume = {abs/1705.09396},
year = {2017},
url = {http://arxiv.org/abs/1705.09396},
eprinttype = {arXiv},
eprint = {1705.09396},
timestamp = {Thu, 09 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1705-09396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
journal = {CoRR},
volume = {abs/1706.03175},
year = {2017},
url = {http://arxiv.org/abs/1706.03175},
eprinttype = {arXiv},
eprint = {1706.03175},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinPLPRB17,
author = {Dong Yin and
Ashwin Pananjady and
Maximilian Lam and
Dimitris S. Papailiopoulos and
Kannan Ramchandran and
Peter L. Bartlett},
title = {Gradient Diversity Empowers Distributed Learning},
journal = {CoRR},
volume = {abs/1706.05699},
year = {2017},
url = {http://arxiv.org/abs/1706.05699},
eprinttype = {arXiv},
eprint = {1706.05699},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinPLPRB17.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}
}
@article{DBLP:journals/corr/ChengCBJ17,
author = {Xiang Cheng and
Niladri S. Chatterji and
Peter L. Bartlett and
Michael I. Jordan},
title = {Underdamped Langevin {MCMC:} {A} non-asymptotic analysis},
journal = {CoRR},
volume = {abs/1707.03663},
year = {2017},
url = {http://arxiv.org/abs/1707.03663},
eprinttype = {arXiv},
eprint = {1707.03663},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengCBJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03634,
author = {Niladri S. Chatterji and
Peter L. Bartlett},
title = {Alternating minimization for dictionary learning with random initialization},
journal = {CoRR},
volume = {abs/1711.03634},
year = {2017},
url = {http://arxiv.org/abs/1711.03634},
eprinttype = {arXiv},
eprint = {1711.03634},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GabillonLGOB16,
author = {Victor Gabillon and
Alessandro Lazaric and
Mohammad Ghavamzadeh and
Ronald Ortner and
Peter L. Bartlett},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Improved Learning Complexity in Combinatorial Pure Exploration Bandits},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1004--1012},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/gabillon16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GabillonLGOB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Abbasi-YadkoriB16,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Stephen J. Wright},
editor = {Arthur Gretton and
Christian C. Robert},
title = {A Fast and Reliable Policy Improvement Algorithm},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1338--1346},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/abbasi-yadkori16.html},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/Abbasi-YadkoriB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KricheneBB16,
author = {Walid Krichene and
Alexandre M. Bayen and
Peter L. Bartlett},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Adaptive Averaging in Accelerated Descent Dynamics},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2991--2999},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/1714726c817af50457d810aae9d27a2e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KricheneBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChengRBM16,
author = {Xiang Cheng and
Farbod Roosta{-}Khorasani and
Peter L. Bartlett and
Michael W. Mahoney},
title = {{FLAG:} Fast Linearly-Coupled Adaptive Gradient Method},
journal = {CoRR},
volume = {abs/1605.08108},
year = {2016},
url = {http://arxiv.org/abs/1605.08108},
eprinttype = {arXiv},
eprint = {1605.08108},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengRBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Abbasi-YadkoriB16,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Victor Gabillon and
Alan Malek},
title = {Hit-and-Run for Sampling and Planning in Non-Convex Spaces},
journal = {CoRR},
volume = {abs/1610.08865},
year = {2016},
url = {http://arxiv.org/abs/1610.08865},
eprinttype = {arXiv},
eprint = {1610.08865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Abbasi-YadkoriB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuanSCBSA16,
author = {Yan Duan and
John Schulman and
Xi Chen and
Peter L. Bartlett and
Ilya Sutskever and
Pieter Abbeel},
title = {RL{\textdollar}{\^{}}2{\textdollar}: Fast Reinforcement Learning via
Slow Reinforcement Learning},
journal = {CoRR},
volume = {abs/1611.02779},
year = {2016},
url = {http://arxiv.org/abs/1611.02779},
eprinttype = {arXiv},
eprint = {1611.02779},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuanSCBSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettKMTW15,
author = {Peter L. Bartlett and
Wouter M. Koolen and
Alan Malek and
Eiji Takimoto and
Manfred K. Warmuth},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Minimax Fixed-Design Linear Regression},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {226--239},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Bartlett15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettKMTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Abbasi-YadkoriB15,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Xi Chen and
Alan Malek},
editor = {Francis R. Bach and
David M. Blei},
title = {Large-Scale Markov Decision Problems with {KL} Control Cost and its
Application to Crowdsourcing},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1053--1062},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/abbasi-yadkori15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Abbasi-YadkoriB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoolenMBA15,
author = {Wouter M. Koolen and
Alan Malek and
Peter L. Bartlett and
Yasin Abbasi{-}Yadkori},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Minimax Time Series Prediction},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2557--2565},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/4dcf435435894a4d0972046fc566af76-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KoolenMBA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KricheneBB15,
author = {Walid Krichene and
Alexandre M. Bayen and
Peter L. Bartlett},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Accelerated Mirror Descent in Continuous and Discrete Time},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2845--2853},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/f60bb6bb4c96d4df93c51bd69dcc15a0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KricheneBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeldinBCA14,
author = {Yevgeny Seldin and
Peter L. Bartlett and
Koby Crammer and
Yasin Abbasi{-}Yadkori},
title = {Prediction with Limited Advice and Multiarmed Bandits with Paid Observations},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {280--287},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/seldin14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SeldinBCA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Abbasi-YadkoriBK14,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Varun Kanade},
title = {Tracking Adversarial Targets},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {369--377},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/abbasi-yadkori14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Abbasi-YadkoriBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalekAB14,
author = {Alan Malek and
Yasin Abbasi{-}Yadkori and
Peter L. Bartlett},
title = {Linear Programming for Large-Scale Markov Decision Problems},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {496--504},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/malek14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalekAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoolenMB14,
author = {Wouter M. Koolen and
Alan Malek and
Peter L. Bartlett},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Efficient Minimax Strategies for Square Loss Games},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3230--3238},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/8d420fa35754d1f1c19969c88780314d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KoolenMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KantchelianTHBJT14,
author = {Alex Kantchelian and
Michael Carl Tschantz and
Ling Huang and
Peter L. Bartlett and
Anthony D. Joseph and
J. Doug Tygar},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Large-Margin Convex Polytope Machine},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3248--3256},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/b147a61c1d07c1c999560f62add6dbc7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KantchelianTHBJT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RubinsteinRB14,
author = {J. Hyam Rubinstein and
Benjamin I. P. Rubinstein and
Peter L. Bartlett},
title = {Bounding Embeddings of {VC} Classes into Maximum Classes},
journal = {CoRR},
volume = {abs/1401.7388},
year = {2014},
url = {http://arxiv.org/abs/1401.7388},
eprinttype = {arXiv},
eprint = {1401.7388},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RubinsteinRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Abbasi-YadkoriBM14,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Alan Malek},
title = {Linear Programming for Large-Scale Markov Decision Problems},
journal = {CoRR},
volume = {abs/1402.6763},
year = {2014},
url = {http://arxiv.org/abs/1402.6763},
eprinttype = {arXiv},
eprint = {1402.6763},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Abbasi-YadkoriBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettGHHK13,
author = {Peter L. Bartlett and
Peter Gr{\"{u}}nwald and
Peter Harremo{\"{e}}s and
Fares Hedayati and
Wojciech Kotlowski},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Horizon-Independent Optimal Prediction with Log-Loss in Exponential
Families},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {639--661},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bartlett13.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettGHHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SeldinCB13,
author = {Yevgeny Seldin and
Koby Crammer and
Peter L. Bartlett},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Open Problem: Adversarial Multiarmed Bandits with Limited Advice},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1067--1072},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Seldin13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SeldinCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AbernethyBFW13,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Rafael M. Frongillo and
Andre Wibisono},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {How to Hedge an Option Against an Adversary: Black-Scholes Pricing
is Minimax Optimal},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2346--2354},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/ffeed84c7cb1ae7bf4ec4bd78275bb98-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AbernethyBFW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Abbasi-YadkoriBKSS13,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Varun Kanade and
Yevgeny Seldin and
Csaba Szepesv{\'{a}}ri},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Online Learning in Markov Decision Processes with Adversarially Chosen
Transition Probability Distributions},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2508--2516},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/4f284803bd0966cc24fa8683a34afc6e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Abbasi-YadkoriBKSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-3055,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Csaba Szepesv{\'{a}}ri},
title = {Online Learning in Markov Decision Processes with Adversarially Chosen
Transition Probability Distributions},
journal = {CoRR},
volume = {abs/1303.3055},
year = {2013},
url = {http://arxiv.org/abs/1303.3055},
eprinttype = {arXiv},
eprint = {1303.3055},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-3055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-3708,
author = {Yevgeny Seldin and
Peter L. Bartlett and
Koby Crammer},
title = {Advice-Efficient Prediction with Expert Advice},
journal = {CoRR},
volume = {abs/1304.3708},
year = {2013},
url = {http://arxiv.org/abs/1304.3708},
eprinttype = {arXiv},
eprint = {1304.3708},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-3708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-4324,
author = {Peter L. Bartlett and
Peter Grunwald and
Peter Harremo{\"{e}}s and
Fares Hedayati and
Wojciech Kotlowski},
title = {Horizon-Independent Optimal Prediction with Log-Loss in Exponential
Families},
journal = {CoRR},
volume = {abs/1305.4324},
year = {2013},
url = {http://arxiv.org/abs/1305.4324},
eprinttype = {arXiv},
eprint = {1305.4324},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-4324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/RubinsteinBHT12,
author = {Benjamin I. P. Rubinstein and
Peter L. Bartlett and
Ling Huang and
Nina Taft},
title = {Learning in a Large Function Space: Privacy-Preserving Mechanisms
for {SVM} Learning},
journal = {J. Priv. Confidentiality},
volume = {4},
number = {1},
year = {2012},
url = {https://doi.org/10.29012/jpc.v4i1.612},
doi = {10.29012/JPC.V4I1.612},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpc/RubinsteinBHT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/DuchiBW12,
author = {John C. Duchi and
Peter L. Bartlett and
Martin J. Wainwright},
title = {Randomized Smoothing for Stochastic Optimization},
journal = {{SIAM} J. Optim.},
volume = {22},
number = {2},
pages = {674--701},
year = {2012},
url = {https://doi.org/10.1137/110831659},
doi = {10.1137/110831659},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/DuchiBW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/BarthRSMSB12,
author = {Adam Barth and
Benjamin I. P. Rubinstein and
Mukund Sundararajan and
John C. Mitchell and
Dawn Song and
Peter L. Bartlett},
title = {A Learning-Based Approach to Reactive Security},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {9},
number = {4},
pages = {482--493},
year = {2012},
url = {https://doi.org/10.1109/TDSC.2011.42},
doi = {10.1109/TDSC.2011.42},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/BarthRSMSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/AgarwalBRW12,
author = {Alekh Agarwal and
Peter L. Bartlett and
Pradeep Ravikumar and
Martin J. Wainwright},
title = {Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic
Convex Optimization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {5},
pages = {3235--3249},
year = {2012},
url = {https://doi.org/10.1109/TIT.2011.2182178},
doi = {10.1109/TIT.2011.2182178},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/AgarwalBRW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/DuchiBW12,
author = {John C. Duchi and
Peter L. Bartlett and
Martin J. Wainwright},
title = {Randomized smoothing for (parallel) stochastic optimization},
booktitle = {Proceedings of the 51th {IEEE} Conference on Decision and Control,
{CDC} 2012, December 10-13, 2012, Maui, HI, {USA}},
pages = {5442--5444},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CDC.2012.6426698},
doi = {10.1109/CDC.2012.6426698},
timestamp = {Fri, 04 Mar 2022 13:28:47 +0100},
biburl = {https://dblp.org/rec/conf/cdc/DuchiBW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HedayatiB12,
author = {Fares Hedayati and
Peter L. Bartlett},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {The Optimality of Jeffreys Prior for Online Density Estimation and
the Asymptotic Normality of Maximum Likelihood Estimators},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {7.1--7.13},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/hedayati12/hedayati12.pdf},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/HedayatiB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HedayatiB12,
author = {Fares Hedayati and
Peter L. Bartlett},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Exchangeability Characterizes Optimality of Sequential Normalized
Maximum Likelihood and Bayesian Prediction with Jeffreys Prior},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {504--510},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/hedayati12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HedayatiB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2012,
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2661,
author = {Peter L. Bartlett and
Ambuj Tewari},
title = {{REGAL:} {A} Regularization based Algorithm for Reinforcement Learning
in Weakly Communicating MDPs},
journal = {CoRR},
volume = {abs/1205.2661},
year = {2012},
url = {http://arxiv.org/abs/1205.2661},
eprinttype = {arXiv},
eprint = {1205.2661},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0129,
author = {Alekh Agarwal and
Peter L. Bartlett and
John C. Duchi},
title = {Oracle inequalities for computationally adaptive model selection},
journal = {CoRR},
volume = {abs/1208.0129},
year = {2012},
url = {http://arxiv.org/abs/1208.0129},
eprinttype = {arXiv},
eprint = {1208.0129},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RostamizadehAB11,
author = {Afshin Rostamizadeh and
Alekh Agarwal and
Peter L. Bartlett},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Learning with Missing Features},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {635--642},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2193\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/RostamizadehAB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AbernethyBH11,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Elad Hazan},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Blackwell Approachability and No-Regret Learning are Equivalent},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {27--46},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/abernethy11b/abernethy11b.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AbernethyBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalDBL11,
author = {Alekh Agarwal and
John C. Duchi and
Peter L. Bartlett and
Cl{\'{e}}ment Levrard},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Oracle inequalities for computationally budgeted model selection},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {69--86},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/agarwal11a/agarwal11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalDBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2011,
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-0729,
author = {Afshin Rostamizadeh and
Alekh Agarwal and
Peter L. Bartlett},
title = {Online and Batch Learning Algorithms for Data with Missing Features},
journal = {CoRR},
volume = {abs/1104.0729},
year = {2011},
url = {http://arxiv.org/abs/1104.0729},
eprinttype = {arXiv},
eprint = {1104.0729},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-0729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0665,
author = {Peter L. Bartlett and
Jonathan Baxter},
title = {Infinite-Horizon Policy-Gradient Estimation},
journal = {CoRR},
volume = {abs/1106.0665},
year = {2011},
url = {http://arxiv.org/abs/1106.0665},
eprinttype = {arXiv},
eprint = {1106.0665},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0666,
author = {Peter L. Bartlett and
Jonathan Baxter and
Lex Weaver},
title = {Experiments with Infinite-Horizon, Policy-Gradient Estimation},
journal = {CoRR},
volume = {abs/1106.0666},
year = {2011},
url = {http://arxiv.org/abs/1106.0666},
eprinttype = {arXiv},
eprint = {1106.0666},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Bartlett10,
author = {Peter L. Bartlett},
title = {Learning to act in uncertain environments: technical perspective},
journal = {Commun. {ACM}},
volume = {53},
number = {5},
pages = {98},
year = {2010},
url = {https://doi.org/10.1145/1735223.1735246},
doi = {10.1145/1735223.1735246},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Bartlett10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/RubinsteinBR10,
author = {Benjamin I. P. Rubinstein and
Peter L. Bartlett and
J. Hyam Rubinstein},
title = {Corrigendum to "Shifting: One-inclusion mistake bounds and sample
compression" {[J.} Comput. System Sci 75 {(1)} {(2009)} 37-59]},
journal = {J. Comput. Syst. Sci.},
volume = {76},
number = {3-4},
pages = {278--280},
year = {2010},
url = {https://doi.org/10.1016/j.jcss.2010.03.001},
doi = {10.1016/J.JCSS.2010.03.001},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcss/RubinsteinBR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Bartlett10,
author = {Peter L. Bartlett},
editor = {Marcus Hutter and
Frank Stephan and
Vladimir Vovk and
Thomas Zeugmann},
title = {Optimal Online Prediction in Adversarial Environments},
booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
2010, Canberra, Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6331},
pages = {34},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16108-7\_6},
doi = {10.1007/978-3-642-16108-7\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Bartlett10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/AbernethyBBS10,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Niv Buchbinder and
Isabelle Stanton},
editor = {Marcus Hutter and
Frank Stephan and
Vladimir Vovk and
Thomas Zeugmann},
title = {A Regularization Approach to Metrical Task Systems},
booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
2010, Canberra, Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6331},
pages = {270--284},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16108-7\_23},
doi = {10.1007/978-3-642-16108-7\_23},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alt/AbernethyBBS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Bartlett10,
author = {Peter L. Bartlett},
editor = {Bernhard Pfahringer and
Geoffrey Holmes and
Achim G. Hoffmann},
title = {Optimal Online Prediction in Adversarial Environments},
booktitle = {Discovery Science - 13th International Conference, {DS} 2010, Canberra,
Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6332},
pages = {371},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16184-1\_26},
doi = {10.1007/978-3-642-16184-1\_26},
timestamp = {Thu, 19 Mar 2020 15:28:05 +0100},
biburl = {https://dblp.org/rec/conf/dis/Bartlett10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fc/BarthRSMSB10,
author = {Adam Barth and
Benjamin I. P. Rubinstein and
Mukund Sundararajan and
John C. Mitchell and
Dawn Song and
Peter L. Bartlett},
editor = {Radu Sion},
title = {A Learning-Based Approach to Reactive Security},
booktitle = {Financial Cryptography and Data Security, 14th International Conference,
{FC} 2010, Tenerife, Canary Islands, Spain, January 25-28, 2010, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6052},
pages = {192--206},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14577-3\_16},
doi = {10.1007/978-3-642-14577-3\_16},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/fc/BarthRSMSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KulisB10,
author = {Brian Kulis and
Peter L. Bartlett},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Implicit Online Learning},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {575--582},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/429.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KulisB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KloftRB10,
author = {Marius Kloft and
Ulrich R{\"{u}}ckert and
Peter L. Bartlett},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {A Unifying View of Multiple Kernel Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {66--81},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_5},
doi = {10.1007/978-3-642-15883-4\_5},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KloftRB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalBD10,
author = {Alekh Agarwal and
Peter L. Bartlett and
Max Dama},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Optimal Allocation Strategies for the Dark Pool Problem},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {9--16},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/agarwal10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalBD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-0437,
author = {Marius Kloft and
Ulrich R{\"{u}}ckert and
Peter L. Bartlett},
title = {A Unifying View of Multiple Kernel Learning},
journal = {CoRR},
volume = {abs/1005.0437},
year = {2010},
url = {http://arxiv.org/abs/1005.0437},
eprinttype = {arXiv},
eprint = {1005.0437},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-0437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalBRW10,
author = {Alekh Agarwal and
Peter L. Bartlett and
Pradeep Ravikumar and
Martin J. Wainwright},
title = {Information-theoretic lower bounds on the oracle complexity of stochastic
convex optimization},
journal = {CoRR},
volume = {abs/1009.0571},
year = {2010},
url = {http://arxiv.org/abs/1009.0571},
eprinttype = {arXiv},
eprint = {1009.0571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AgarwalBRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-1936,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Elad Hazan},
title = {Blackwell Approachability and Low-Regret Learning are Equivalent},
journal = {CoRR},
volume = {abs/1011.1936},
year = {2010},
url = {http://arxiv.org/abs/1011.1936},
eprinttype = {arXiv},
eprint = {1011.1936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-1936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/RubinsteinBR09,
author = {Benjamin I. P. Rubinstein and
Peter L. Bartlett and
J. Hyam Rubinstein},
title = {Shifting: One-inclusion mistake bounds and sample compression},
journal = {J. Comput. Syst. Sci.},
volume = {75},
number = {1},
pages = {37--59},
year = {2009},
url = {https://doi.org/10.1016/j.jcss.2008.07.005},
doi = {10.1016/J.JCSS.2008.07.005},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcss/RubinsteinBR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/RosenbergSBN09,
author = {David S. Rosenberg and
Vikas Sindhwani and
Peter L. Bartlett and
Partha Niyogi},
title = {Multiview point cloud kernels for semisupervised learning [Lecture
Notes]},
journal = {{IEEE} Signal Process. Mag.},
volume = {26},
number = {5},
pages = {145--150},
year = {2009},
url = {https://doi.org/10.1109/MSP.2009.933383},
doi = {10.1109/MSP.2009.933383},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/RosenbergSBN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AbernethyABR09,
author = {Jacob D. Abernethy and
Alekh Agarwal and
Peter L. Bartlett and
Alexander Rakhlin},
title = {A Stochastic View of Optimal Regret through Minimax Duality},
booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec,
Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/026.pdf\#page=1},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/AbernethyABR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalBRW09,
author = {Alekh Agarwal and
Peter L. Bartlett and
Pradeep Ravikumar and
Martin J. Wainwright},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Information-theoretic lower bounds on the oracle complexity of convex
optimization},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1--9},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/2387337ba1e0b0249ba90f55b2ba2521-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AgarwalBRW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BartlettT09,
author = {Peter L. Bartlett and
Ambuj Tewari},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {{REGAL:} {A} Regularization based Algorithm for Reinforcement Learning
in Weakly Communicating MDPs},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {35--42},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0115\_adc2f3cd89e91f1bb9535973523e7dae.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/BartlettT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0903-5328,
author = {Jacob D. Abernethy and
Alekh Agarwal and
Peter L. Bartlett and
Alexander Rakhlin},
title = {A Stochastic View of Optimal Regret through Minimax Duality},
journal = {CoRR},
volume = {abs/0903.5328},
year = {2009},
url = {http://arxiv.org/abs/0903.5328},
eprinttype = {arXiv},
eprint = {0903.5328},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0903-5328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0911-5708,
author = {Benjamin I. P. Rubinstein and
Peter L. Bartlett and
Ling Huang and
Nina Taft},
title = {Learning in a Large Function Space: Privacy-Preserving Mechanisms
for {SVM} Learning},
journal = {CoRR},
volume = {abs/0911.5708},
year = {2009},
url = {http://arxiv.org/abs/0911.5708},
eprinttype = {arXiv},
eprint = {0911.5708},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0911-5708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-1155,
author = {Adam Barth and
Benjamin I. P. Rubinstein and
Mukund Sundararajan and
John C. Mitchell and
Dawn Xiaodong Song and
Peter L. Bartlett},
title = {A Learning-Based Approach to Reactive Security},
journal = {CoRR},
volume = {abs/0912.1155},
year = {2009},
url = {http://arxiv.org/abs/0912.1155},
eprinttype = {arXiv},
eprint = {0912.1155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-1155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CollinsGKCB08,
author = {Michael Collins and
Amir Globerson and
Terry Koo and
Xavier Carreras and
Peter L. Bartlett},
title = {Exponentiated Gradient Algorithms for Conditional Random Fields and
Max-Margin Markov Networks},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1775--1822},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442791},
doi = {10.5555/1390681.1442791},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CollinsGKCB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartlettW08,
author = {Peter L. Bartlett and
Marten H. Wegkamp},
title = {Classification with a Reject Option using a Hinge Loss},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1823--1840},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442792},
doi = {10.5555/1390681.1442792},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BartlettW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LeeBW08,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
title = {Correction to "The Importance of Convexity in Learning With Squared
Loss"},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {9},
pages = {4395},
year = {2008},
url = {https://doi.org/10.1109/TIT.2008.928242},
doi = {10.1109/TIT.2008.928242},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/LeeBW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BarrenoBCJNRST08,
author = {Marco Barreno and
Peter L. Bartlett and
Fuching Jack Chi and
Anthony D. Joseph and
Blaine Nelson and
Benjamin I. P. Rubinstein and
Udam Saini and
J. Doug Tygar},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Open problems in the security of learning},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {19--26},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456382},
doi = {10.1145/1456377.1456382},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BarrenoBCJNRST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettDHKRT08,
author = {Peter L. Bartlett and
Varsha Dani and
Thomas P. Hayes and
Sham M. Kakade and
Alexander Rakhlin and
Ambuj Tewari},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {High-Probability Regret Bounds for Bandit Online Linear Optimization},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {335--342},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/30-Bartlett.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettDHKRT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AbernethyBRT08,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Alexander Rakhlin and
Ambuj Tewari},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {Optimal Stragies and Minimax Lower Bounds for Online Convex Games},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {415--424},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/111-Abernethy},
timestamp = {Tue, 12 Jul 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AbernethyBRT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartlettT07,
author = {Peter L. Bartlett and
Ambuj Tewari},
title = {Sparseness vs Estimating Conditional Probabilities: Some Asymptotic
Results},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {775--790},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314526},
doi = {10.5555/1314498.1314526},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BartlettT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TewariB07,
author = {Ambuj Tewari and
Peter L. Bartlett},
title = {On the Consistency of Multiclass Classification Methods},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1007--1025},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1390325},
doi = {10.5555/1314498.1390325},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TewariB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartlettT07a,
author = {Peter L. Bartlett and
Mikhail Traskin},
title = {AdaBoost is Consistent},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2347--2368},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314574},
doi = {10.5555/1314498.1314574},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BartlettT07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/TewariB07,
author = {Ambuj Tewari and
Peter L. Bartlett},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Bounded Parameter Markov Decision Processes with Average Reward Criterion},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {263--277},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_20},
doi = {10.1007/978-3-540-72927-3\_20},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/TewariB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AbernethyBR07,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Alexander Rakhlin},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Multitask Learning with Expert Advice},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {484--498},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_35},
doi = {10.1007/978-3-540-72927-3\_35},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AbernethyBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RakhlinAB07,
author = {Alexander Rakhlin and
Jacob D. Abernethy and
Peter L. Bartlett},
editor = {Zoubin Ghahramani},
title = {Online discovery of similarity mappings},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {767--774},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273593},
doi = {10.1145/1273496.1273593},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RakhlinAB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettHR07,
author = {Peter L. Bartlett and
Elad Hazan and
Alexander Rakhlin},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Adaptive Online Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {65--72},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/afd4836712c5e77550897e25711e1d96-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartlettHR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TewariB07,
author = {Ambuj Tewari and
Peter L. Bartlett},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Optimistic Linear Programming gives Logarithmic Regret for Irreducible
MDPs},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1505--1512},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/9f396fe44e7c05c16873b05ec425cbad-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TewariB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RosenbergB07,
author = {David S. Rosenberg and
Peter L. Bartlett},
editor = {Marina Meila and
Xiaotong Shen},
title = {The Rademacher Complexity of Co-Regularized Kernel Classes},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {396--403},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/rosenberg07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RosenbergB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettT06,
author = {Peter L. Bartlett and
Ambuj Tewari},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Sample Complexity of Policy Search with Known Dynamics},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {97--104},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/f6b5f8c32c65fee991049a55dc97d1ce-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartlettT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettT06a,
author = {Peter L. Bartlett and
Mikhail Traskin},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {AdaBoost is Consistent},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {105--112},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/b887d8d5e65ac4dec3934028fe23ad72-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BartlettT06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RubinsteinBR06,
author = {Benjamin I. P. Rubinstein and
Peter L. Bartlett and
J. Hyam Rubinstein},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected
Risk Bounds},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1193--1200},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/a11ce019e96a4c60832eadd755a17a58-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RubinsteinBR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/TewariB05,
author = {Ambuj Tewari and
Peter L. Bartlett},
editor = {Peter Auer and
Ron Meir},
title = {On the Consistency of Multiclass Classification Methods},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {143--157},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_10},
doi = {10.1007/11503415\_10},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/TewariB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LanckrietCBGJ03,
author = {Gert R. G. Lanckriet and
Nello Cristianini and
Peter L. Bartlett and
Laurent El Ghaoui and
Michael I. Jordan},
title = {Learning the Kernel Matrix with Semidefinite Programming},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {27--72},
year = {2004},
url = {http://jmlr.org/papers/v5/lanckriet04a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LanckrietCBGJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GreensmithBB04,
author = {Evan Greensmith and
Peter L. Bartlett and
Jonathan Baxter},
title = {Variance Reduction Techniques for Gradient Estimates in Reinforcement
Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1471--1530},
year = {2004},
url = {http://jmlr.org/papers/volume5/greensmith04a/greensmith04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GreensmithBB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettMP04,
author = {Peter L. Bartlett and
Shahar Mendelson and
Petra Philips},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {Local Complexities for Empirical Risk Minimization},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {270--284},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_19},
doi = {10.1007/978-3-540-27819-1\_19},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettMP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettT04,
author = {Peter L. Bartlett and
Ambuj Tewari},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {Sparseness Versus Estimating Conditional Probabilities: Some Asymptotic
Results},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {564--578},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_39},
doi = {10.1007/978-3-540-27819-1\_39},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettCTM04,
author = {Peter L. Bartlett and
Michael Collins and
Benjamin Taskar and
David A. McAllester},
title = {Exponentiated Gradient Algorithms for Large-margin Structured Classification},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {113--120},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/e97c864e8ac67f7aed5ce53ec28638f5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartlettCTM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettJM03,
author = {Peter L. Bartlett and
Michael I. Jordan and
Jon D. McAuliffe},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Large Margin Classifiers: Convex Loss, Low Noise, and Convergence
Rates},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {1173--1180},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/5dec707028b05bcbd3a1db5640f842c5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartlettJM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0025992,
author = {Martin Anthony and
Peter L. Bartlett},
title = {Neural Network Learning - Theoretical Foundations},
publisher = {Cambridge University Press},
year = {2002},
url = {http://www.cambridge.org/gb/knowledge/isbn/item1154061/?site\_locale=en\_GB},
isbn = {978-0-521-57353-5},
timestamp = {Thu, 05 May 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0025992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/BartlettFH02,
author = {Peter L. Bartlett and
Paul Fischer and
Klaus{-}Uwe H{\"{o}}ffgen},
title = {Exploiting Random Walks for Learning},
journal = {Inf. Comput.},
volume = {176},
number = {2},
pages = {121--135},
year = {2002},
url = {https://doi.org/10.1006/inco.2002.3083},
doi = {10.1006/INCO.2002.3083},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/BartlettFH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/BartlettB02,
author = {Peter L. Bartlett and
Jonathan Baxter},
title = {Estimation and Approximation Bounds for Gradient-Based Reinforcement
Learning},
journal = {J. Comput. Syst. Sci.},
volume = {64},
number = {1},
pages = {133--150},
year = {2002},
url = {https://doi.org/10.1006/jcss.2001.1793},
doi = {10.1006/JCSS.2001.1793},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/BartlettB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/MasonBG02,
author = {Llew Mason and
Peter L. Bartlett and
Mostefa Golea},
title = {Generalization Error of Combined Classifiers},
journal = {J. Comput. Syst. Sci.},
volume = {65},
number = {2},
pages = {415--438},
year = {2002},
url = {https://doi.org/10.1006/jcss.2002.1854},
doi = {10.1006/JCSS.2002.1854},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/MasonBG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartlettM02,
author = {Peter L. Bartlett and
Shahar Mendelson},
title = {Rademacher and Gaussian Complexities: Risk Bounds and Structural Results},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {463--482},
year = {2002},
url = {http://jmlr.org/papers/v3/bartlett02a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BartlettM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BartlettBL02,
author = {Peter L. Bartlett and
St{\'{e}}phane Boucheron and
G{\'{a}}bor Lugosi},
title = {Model Selection and Error Estimation},
journal = {Mach. Learn.},
volume = {48},
number = {1-3},
pages = {85--113},
year = {2002},
url = {https://doi.org/10.1023/A:1013999503812},
doi = {10.1023/A:1013999503812},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BartlettBL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BartlettB02,
author = {Peter L. Bartlett and
Shai Ben{-}David},
title = {Hardness results for neural network approximation problems},
journal = {Theor. Comput. Sci.},
volume = {284},
number = {1},
pages = {53--66},
year = {2002},
url = {https://doi.org/10.1016/S0304-3975(01)00057-3},
doi = {10.1016/S0304-3975(01)00057-3},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BartlettB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GuoBSW02,
author = {Ying Guo and
Peter L. Bartlett and
John Shawe{-}Taylor and
Robert C. Williamson},
title = {Covering numbers for support vector machines},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {1},
pages = {239--250},
year = {2002},
url = {https://doi.org/10.1109/18.971752},
doi = {10.1109/18.971752},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/GuoBSW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettBM02,
author = {Peter L. Bartlett and
Olivier Bousquet and
Shahar Mendelson},
editor = {Jyrki Kivinen and
Robert H. Sloan},
title = {Localized Rademacher Complexities},
booktitle = {Computational Learning Theory, 15th Annual Conference on Computational
Learning Theory, {COLT} 2002, Sydney, Australia, July 8-10, 2002,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2375},
pages = {44--58},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45435-7\_4},
doi = {10.1007/3-540-45435-7\_4},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettBM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LanckrietCBGJ02,
author = {Gert R. G. Lanckriet and
Nello Cristianini and
Peter L. Bartlett and
Laurent El Ghaoui and
Michael I. Jordan},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Learning the Kernel Matrix with Semi-Definite Programming},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {323--330},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 27 Feb 2004 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LanckrietCBGJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlss/Bartlett02,
author = {Peter L. Bartlett},
editor = {Shahar Mendelson and
Alexander J. Smola},
title = {An Introduction to Reinforcement Learning Theory: Value Function Methods},
booktitle = {Advanced Lectures on Machine Learning, Machine Learning Summer School
2002, Canberra, Australia, February 11-22, 2002, Revised Lectures},
series = {Lecture Notes in Computer Science},
volume = {2600},
pages = {184--202},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36434-X\_5},
doi = {10.1007/3-540-36434-X\_5},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/mlss/Bartlett02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BaxterB01,
author = {Jonathan Baxter and
Peter L. Bartlett},
title = {Infinite-Horizon Policy-Gradient Estimation},
journal = {J. Artif. Intell. Res.},
volume = {15},
pages = {319--350},
year = {2001},
url = {https://doi.org/10.1613/jair.806},
doi = {10.1613/JAIR.806},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/BaxterB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BaxterBW01,
author = {Jonathan Baxter and
Peter L. Bartlett and
Lex Weaver},
title = {Experiments with Infinite-Horizon, Policy-Gradient Estimation},
journal = {J. Artif. Intell. Res.},
volume = {15},
pages = {351--381},
year = {2001},
url = {https://doi.org/10.1613/jair.807},
doi = {10.1613/JAIR.807},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/BaxterBW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettM01,
author = {Peter L. Bartlett and
Shahar Mendelson},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Rademacher and Gaussian Complexities: Risk Bounds and Structural Results},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {224--240},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_15},
doi = {10.1007/3-540-44581-1\_15},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GreensmithBB01,
author = {Evan Greensmith and
Peter L. Bartlett and
Jonathan Baxter},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Variance Reduction Techniques for Gradient Estimates in Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1507--1514},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/584b98aac2dddf59ee2cf19ca4ccb75e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GreensmithBB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/KammerBB00,
author = {Leonardo C. Kammer and
Robert R. Bitmead and
Peter L. Bartlett},
title = {Direct iterative tuning via spectral analysis},
journal = {Autom.},
volume = {36},
number = {9},
pages = {1301--1307},
year = {2000},
url = {https://doi.org/10.1016/S0005-1098(00)00040-6},
doi = {10.1016/S0005-1098(00)00040-6},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/KammerBB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cpc/AnthonyB00,
author = {Martin Anthony and
Peter L. Bartlett},
title = {Function Learning From Interpolation},
journal = {Comb. Probab. Comput.},
volume = {9},
number = {3},
pages = {213--225},
year = {2000},
url = {http://journals.cambridge.org/action/displayAbstract?aid=54645},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cpc/AnthonyB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/ParameswaranPB00,
author = {Sri Parameswaran and
Matthew F. Parkinson and
Peter L. Bartlett},
title = {Profiling in the {ASP} codesign environment},
journal = {J. Syst. Archit.},
volume = {46},
number = {14},
pages = {1263--1274},
year = {2000},
url = {https://doi.org/10.1016/S1383-7621(00)00016-3},
doi = {10.1016/S1383-7621(00)00016-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsa/ParameswaranPB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MasonBB00,
author = {Llew Mason and
Peter L. Bartlett and
Jonathan Baxter},
title = {Improved Generalization Through Explicit Optimization of Margins},
journal = {Mach. Learn.},
volume = {38},
number = {3},
pages = {243--255},
year = {2000},
url = {https://doi.org/10.1023/A:1007697429651},
doi = {10.1023/A:1007697429651},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MasonBB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BartlettBK00,
author = {Peter L. Bartlett and
Shai Ben{-}David and
Sanjeev R. Kulkarni},
title = {Learning Changing Concepts by Exploiting the Structure of Change},
journal = {Mach. Learn.},
volume = {41},
number = {2},
pages = {153--174},
year = {2000},
url = {https://doi.org/10.1023/A:1007604202679},
doi = {10.1023/A:1007604202679},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BartlettBK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ScholkopfSWB00,
author = {Bernhard Sch{\"{o}}lkopf and
Alexander J. Smola and
Robert C. Williamson and
Peter L. Bartlett},
title = {New Support Vector Algorithms},
journal = {Neural Comput.},
volume = {12},
number = {5},
pages = {1207--1245},
year = {2000},
url = {https://doi.org/10.1162/089976600300015565},
doi = {10.1162/089976600300015565},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ScholkopfSWB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BartlettB00,
author = {Peter L. Bartlett and
Jonathan Baxter},
title = {Stochastic optimization of controlled partially observable Markov
decision processes},
booktitle = {39th {IEEE} Conference on Decision and Control, {CDC} 2000, Sydney,
Australia, December 12-15, 2000},
pages = {124--129},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/CDC.2000.912744},
doi = {10.1109/CDC.2000.912744},
timestamp = {Thu, 31 Mar 2022 11:10:43 +0200},
biburl = {https://dblp.org/rec/conf/cdc/BartlettB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettB00,
author = {Peter L. Bartlett and
Jonathan Baxter},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {Estimation and Approximation Bounds for Gradient-Based Reinforcement
Learning},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {133--141},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 20 Jun 2018 17:06:15 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettBL00,
author = {Peter L. Bartlett and
St{\'{e}}phane Boucheron and
G{\'{a}}bor Lugosi},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {Model Selection and Error Estimation},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {286--297},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Mon, 16 Dec 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettBL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaxterB00,
author = {Jonathan Baxter and
Peter L. Bartlett},
editor = {Pat Langley},
title = {Reinforcement Learning in POMDP's via Direct Gradient Ascent},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {41--48},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaxterB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/BaxterB00,
author = {Jonathan Baxter and
Peter L. Bartlett},
title = {Direct gradient-based reinforcement learning},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2000,
Emerging Technologies for the 21st Century, Geneva, Switzerland, 28-31
May 2000, Proceedings},
pages = {271--274},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ISCAS.2000.856049},
doi = {10.1109/ISCAS.2000.856049},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/iscas/BaxterB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SmolaB00,
author = {Alexander J. Smola and
Peter L. Bartlett},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Sparse Greedy Gaussian Process Regression},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {619--625},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/3214a6d842cc69597f9edf26df552e43-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SmolaB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GuoBSW99,
author = {Ying Guo and
Peter L. Bartlett and
John Shawe{-}Taylor and
Robert C. Williamson},
editor = {Shai Ben{-}David and
Philip M. Long},
title = {Covering Numbers for Support Vector Machines},
booktitle = {Proceedings of the Twelfth Annual Conference on Computational Learning
Theory, {COLT} 1999, Santa Cruz, CA, USA, July 7-9, 1999},
pages = {267--277},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/307400.307467},
doi = {10.1145/307400.307467},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GuoBSW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocolt/BartlettB99,
author = {Peter L. Bartlett and
Shai Ben{-}David},
editor = {Paul Fischer and
Hans Ulrich Simon},
title = {Hardness Results for Neural Network Approximation Problems},
booktitle = {Computational Learning Theory, 4th European Conference, EuroCOLT '99,
Nordkirchen, Germany, March 29-31, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1572},
pages = {50--62},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-49097-3\_5},
doi = {10.1007/3-540-49097-3\_5},
timestamp = {Fri, 08 Sep 2023 21:18:19 +0200},
biburl = {https://dblp.org/rec/conf/eurocolt/BartlettB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MasonBBF99,
author = {Llew Mason and
Jonathan Baxter and
Peter L. Bartlett and
Marcus R. Frean},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Boosting Algorithms as Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {512--518},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1766-boosting-algorithms-as-gradient-descent},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MasonBBF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/KammerBB98,
author = {Leonardo C. Kammer and
Robert R. Bitmead and
Peter L. Bartlett},
title = {Optimal controller properties from closed-loop experiments},
journal = {Autom.},
volume = {34},
number = {1},
pages = {83--91},
year = {1998},
url = {https://doi.org/10.1016/S0005-1098(97)00169-6},
doi = {10.1016/S0005-1098(97)00169-6},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/KammerBB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/BartlettL98,
author = {Peter L. Bartlett and
Philip M. Long},
title = {Prediction, Learning, Uniform Convergence, and Scale-Sensitive Dimensions},
journal = {J. Comput. Syst. Sci.},
volume = {56},
number = {2},
pages = {174--190},
year = {1998},
url = {https://doi.org/10.1006/jcss.1997.1557},
doi = {10.1006/JCSS.1997.1557},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/BartlettL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BartlettMM98,
author = {Peter L. Bartlett and
Vitaly Maiorov and
Ron Meir},
title = {Almost Linear VC-Dimension Bounds for Piecewise Polynomial Networks},
journal = {Neural Comput.},
volume = {10},
number = {8},
pages = {2159--2173},
year = {1998},
url = {https://doi.org/10.1162/089976698300017016},
doi = {10.1162/089976698300017016},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BartlettMM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Bartlett98,
author = {Peter L. Bartlett},
title = {The Sample Complexity of Pattern Classification with Neural Networks:
The Size of the Weights is More Important than the Size of the Network},
journal = {{IEEE} Trans. Inf. Theory},
volume = {44},
number = {2},
pages = {525--536},
year = {1998},
url = {https://doi.org/10.1109/18.661502},
doi = {10.1109/18.661502},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Bartlett98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BartlettLL98,
author = {Peter L. Bartlett and
Tam{\'{a}}s Linder and
G{\'{a}}bor Lugosi},
title = {The Minimax Distortion Redundancy in Empirical Quantizer Design},
journal = {{IEEE} Trans. Inf. Theory},
volume = {44},
number = {5},
pages = {1802--1813},
year = {1998},
url = {https://doi.org/10.1109/18.705560},
doi = {10.1109/18.705560},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BartlettLL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Shawe-TaylorBWA98,
author = {John Shawe{-}Taylor and
Peter L. Bartlett and
Robert C. Williamson and
Martin Anthony},
title = {Structural Risk Minimization Over Data-Dependent Hierarchies},
journal = {{IEEE} Trans. Inf. Theory},
volume = {44},
number = {5},
pages = {1926--1940},
year = {1998},
url = {https://doi.org/10.1109/18.705570},
doi = {10.1109/18.705570},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/Shawe-TaylorBWA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LeeBW98,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
title = {The Importance of Convexity in Learning with Squared Loss},
journal = {{IEEE} Trans. Inf. Theory},
volume = {44},
number = {5},
pages = {1974--1980},
year = {1998},
url = {https://doi.org/10.1109/18.705577},
doi = {10.1109/18.705577},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/LeeBW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartlettMM98,
author = {Peter L. Bartlett and
Vitaly Maiorov and
Ron Meir},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Almost Linear {VC} Dimension Bounds for Piecewise Polynomial Networks},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {190--196},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1515-almost-linear-vc-dimension-bounds-for-piecewise-polynomial-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartlettMM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MasonBB98,
author = {Llew Mason and
Peter L. Bartlett and
Jonathan Baxter},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Direct Optimization of Margins Improves Generalization in Combined
Classifiers},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {288--294},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1553-direct-optimization-of-margins-improves-generalization-in-combined-classifiers},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MasonBB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScholkopfBSW98,
author = {Bernhard Sch{\"{o}}lkopf and
Peter L. Bartlett and
Alexander J. Smola and
Robert C. Williamson},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Shrinking the Tube: {A} New Support Vector Regression Algorithm},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {330--336},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1563-shrinking-the-tube-a-new-support-vector-regression-algorithm},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ScholkopfBSW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/1998,
editor = {Peter L. Bartlett and
Yishay Mansour},
title = {Proceedings of the Eleventh Annual Conference on Computational Learning
Theory, {COLT} 1998, Madison, Wisconsin, USA, July 24-26, 1998},
publisher = {{ACM}},
year = {1998},
url = {http://dl.acm.org/citation.cfm?id=279943},
isbn = {1-58113-057-0},
timestamp = {Mon, 12 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeeBW97,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
title = {Correction to 'Lower Bounds on the VC-Dimension of Smoothly Parametrized
Function Classes'},
journal = {Neural Comput.},
volume = {9},
number = {4},
pages = {765--769},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.4.765},
doi = {10.1162/NECO.1997.9.4.765},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LeeBW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BartlettKP97,
author = {Peter L. Bartlett and
Sanjeev R. Kulkarni and
S. E. Posner},
title = {Covering numbers for real-valued function classes},
journal = {{IEEE} Trans. Inf. Theory},
volume = {43},
number = {5},
pages = {1721--1724},
year = {1997},
url = {https://doi.org/10.1109/18.623181},
doi = {10.1109/18.623181},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BartlettKP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocolt/BartlettLL97,
author = {Peter L. Bartlett and
Tam{\'{a}}s Linder and
G{\'{a}}bor Lugosi},
editor = {Shai Ben{-}David},
title = {A Minimax Lower Bound for Empirical Quantizer Design},
booktitle = {Computational Learning Theory, Third European Conference, EuroCOLT
'97, Jerusalem, Israel, March 17-19, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1208},
pages = {210--222},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62685-9\_18},
doi = {10.1007/3-540-62685-9\_18},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/eurocolt/BartlettLL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocolt/BaxterB97,
author = {Jonathan Baxter and
Peter L. Bartlett},
editor = {Shai Ben{-}David},
title = {A Result Relating Convex \emph{n}-Widths to Covering Numbers with
some Applications to Neural Networks},
booktitle = {Computational Learning Theory, Third European Conference, EuroCOLT
'97, Jerusalem, Israel, March 17-19, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1208},
pages = {251--259},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62685-9\_21},
doi = {10.1007/3-540-62685-9\_21},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurocolt/BaxterB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaxterB97,
author = {Jonathan Baxter and
Peter L. Bartlett},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {The Canonical Distortion Measure in Feature Space and 1-NN Classification},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {245--251},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1357-the-canonical-distortion-measure-in-feature-space-and-1-nn-classification},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaxterB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoleaBLM97,
author = {Mostefa Golea and
Peter L. Bartlett and
Wee Sun Lee and
Llew Mason},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Generalization in Decision Trees and {DNF:} Does Size Matter?},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {259--265},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1340-generalization-in-decision-trees-and-dnf-does-size-matter},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GoleaBLM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cpc/AnthonyBIS96,
author = {Martin Anthony and
Peter L. Bartlett and
Yuval Ishai and
John Shawe{-}Taylor},
title = {Valid Generalisation from Approximate Interpolation},
journal = {Comb. Probab. Comput.},
volume = {5},
pages = {191--214},
year = {1996},
url = {https://doi.org/10.1017/S096354830000198X},
doi = {10.1017/S096354830000198X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cpc/AnthonyBIS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/BartlettLW96,
author = {Peter L. Bartlett and
Philip M. Long and
Robert C. Williamson},
title = {Fat-Shattering and the Learnability of Real-Valued Functions},
journal = {J. Comput. Syst. Sci.},
volume = {52},
number = {3},
pages = {434--452},
year = {1996},
url = {https://doi.org/10.1006/jcss.1996.0033},
doi = {10.1006/JCSS.1996.0033},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/BartlettLW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BartlettW96,
author = {Peter L. Bartlett and
Robert C. Williamson},
title = {The {VC} Dimension and Pseudodimension of Two-Layer Neural Networks
with Discrete Inputs},
journal = {Neural Comput.},
volume = {8},
number = {3},
pages = {625--628},
year = {1996},
url = {https://doi.org/10.1162/neco.1996.8.3.625},
doi = {10.1162/NECO.1996.8.3.625},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BartlettW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LeeBW96,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
title = {Efficient agnostic learning of neural networks with bounded fan-in},
journal = {{IEEE} Trans. Inf. Theory},
volume = {42},
number = {6},
pages = {2118--2132},
year = {1996},
url = {https://doi.org/10.1109/18.556601},
doi = {10.1109/18.556601},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/LeeBW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Shawe-TaylorBWA96,
author = {John Shawe{-}Taylor and
Peter L. Bartlett and
Robert C. Williamson and
Martin Anthony},
editor = {Avrim Blum and
Michael J. Kearns},
title = {A Framework for Structural Risk Minimisation},
booktitle = {Proceedings of the Ninth Annual Conference on Computational Learning
Theory, {COLT} 1996, Desenzano del Garda, Italy, June 28-July 1, 1996},
pages = {68--76},
publisher = {{ACM}},
year = {1996},
url = {https://doi.org/10.1145/238061.238070},
doi = {10.1145/238061.238070},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Shawe-TaylorBWA96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettBK96,
author = {Peter L. Bartlett and
Shai Ben{-}David and
Sanjeev R. Kulkarni},
editor = {Avrim Blum and
Michael J. Kearns},
title = {Learning Changing Concepts by Exploiting the Structure of Change},
booktitle = {Proceedings of the Ninth Annual Conference on Computational Learning
Theory, {COLT} 1996, Desenzano del Garda, Italy, June 28-July 1, 1996},
pages = {131--139},
publisher = {{ACM}},
year = {1996},
url = {https://doi.org/10.1145/238061.238080},
doi = {10.1145/238061.238080},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettBK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LeeBW96,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
editor = {Avrim Blum and
Michael J. Kearns},
title = {The Importance of Convexity in Learning with Squared Loss},
booktitle = {Proceedings of the Ninth Annual Conference on Computational Learning
Theory, {COLT} 1996, Desenzano del Garda, Italy, June 28-July 1, 1996},
pages = {140--146},
publisher = {{ACM}},
year = {1996},
url = {https://doi.org/10.1145/238061.238082},
doi = {10.1145/238061.238082},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/LeeBW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bartlett96,
author = {Peter L. Bartlett},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {For Valid Generalization the Size of the Weights is More Important
than the Size of the Network},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {134--140},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1204-for-valid-generalization-the-size-of-the-weights-is-more-important-than-the-size-of-the-network},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Bartlett96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeeBW95,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
title = {Lower Bounds on the {VC} Dimension of Smoothly Parameterized Function
Classes},
journal = {Neural Comput.},
volume = {7},
number = {5},
pages = {1040--1053},
year = {1995},
url = {https://doi.org/10.1162/neco.1995.7.5.1040},
doi = {10.1162/NECO.1995.7.5.1040},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LeeBW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LeeBW95,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
editor = {Wolfgang Maass},
title = {On Efficient Agnostic Learning of Linear Combinations of Basis Functions},
booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning
Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995},
pages = {369--376},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/225298.225343},
doi = {10.1145/225298.225343},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/LeeBW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettL95,
author = {Peter L. Bartlett and
Philip M. Long},
editor = {Wolfgang Maass},
title = {More Theorems about Scale-sensitive Dimensions and Learning},
booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning
Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995},
pages = {392--401},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/225298.225346},
doi = {10.1145/225298.225346},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocolt/AnthonyB95,
author = {Martin Anthony and
Peter L. Bartlett},
editor = {Paul M. B. Vit{\'{a}}nyi},
title = {Function learning from interpolation},
booktitle = {Computational Learning Theory, Second European Conference, EuroCOLT
'95, Barcelona, Spain, March 13-15, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {904},
pages = {211--221},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-59119-2\_179},
doi = {10.1007/3-540-59119-2\_179},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurocolt/AnthonyB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KowalczykSBW95,
author = {Adam Kowalczyk and
Jacek Szymanski and
Peter L. Bartlett and
Robert C. Williamson},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Examples of learning curves from a modified VC-formalism},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {344--350},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1086-examples-of-learning-curves-from-a-modified-vc-formalism},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KowalczykSBW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettLW94,
author = {Peter L. Bartlett and
Philip M. Long and
Robert C. Williamson},
editor = {Manfred K. Warmuth},
title = {Fat-Shattering and the Learnability of Real-Valued Functions},
booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
1994},
pages = {299--310},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/180139.181158},
doi = {10.1145/180139.181158},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettLW94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettFH94,
author = {Peter L. Bartlett and
Paul Fischer and
Klaus{-}Uwe H{\"{o}}ffgen},
editor = {Manfred K. Warmuth},
title = {Exploiting Random Walks for Learning},
booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
1994},
pages = {318--327},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/180139.181167},
doi = {10.1145/180139.181167},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettFH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LeeBW94,
author = {Wee Sun Lee and
Peter L. Bartlett and
Robert C. Williamson},
editor = {Manfred K. Warmuth},
title = {Lower Bounds on the VC-Dimension of Smoothly Parametrized Function
Classes},
booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
1994},
pages = {362--367},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/180139.181179},
doi = {10.1145/180139.181179},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/LeeBW94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Bartlett93,
author = {Peter L. Bartlett},
title = {Vapnik-Chervonenkis Dimension Bounds for Two- and Three-Layer Networks},
journal = {Neural Comput.},
volume = {5},
number = {3},
pages = {371--373},
year = {1993},
url = {https://doi.org/10.1162/neco.1993.5.3.371},
doi = {10.1162/NECO.1993.5.3.371},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Bartlett93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Bartlett93,
author = {Peter L. Bartlett},
editor = {Lenny Pitt},
title = {Lower Bounds on the Vapnik-Chervonenkis Dimension of Multi-Layer Threshold
Networks},
booktitle = {Proceedings of the Sixth Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1993, Santa Cruz, CA, USA, July 26-28, 1993},
pages = {144--150},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/168304.168322},
doi = {10.1145/168304.168322},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Bartlett93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/au/Bartlett92,
author = {Peter L. Bartlett},
title = {Computational learning theory and neural network learning},
school = {University of Queensland, Australia},
year = {1992},
url = {https://search.library.uq.edu.au/permalink/f/l3gdeh/61UQ\_ALMA2193335660003131},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/au/Bartlett92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BarlettD92,
author = {Peter L. Bartlett and
Tom Downs},
title = {Using random weights to train multilayer networks of hard-limiting
units},
journal = {{IEEE} Trans. Neural Networks},
volume = {3},
number = {2},
pages = {202--210},
year = {1992},
url = {https://doi.org/10.1109/72.125861},
doi = {10.1109/72.125861},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/BarlettD92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Bartlett92,
author = {Peter L. Bartlett},
editor = {David Haussler},
title = {Learning With a Slowly Changing Distribution},
booktitle = {Proceedings of the Fifth Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1992, Pittsburgh, PA, USA, July 27-29, 1992},
pages = {243--252},
publisher = {{ACM}},
year = {1992},
url = {https://doi.org/10.1145/130385.130412},
doi = {10.1145/130385.130412},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Bartlett92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettW91,
author = {Peter L. Bartlett and
Robert C. Williamson},
editor = {Manfred K. Warmuth and
Leslie G. Valiant},
title = {Investigating the Distribution Assumptions in the Pac Learning Model},
booktitle = {Proceedings of the Fourth Annual Workshop on Computational Learning
Theory, {COLT} 1991, Santa Cruz, California, USA, August 5-7, 1991},
pages = {24--32},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://dl.acm.org/citation.cfm?id=114840},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BartlettW91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsonB91,
author = {Robert C. Williamson and
Peter L. Bartlett},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Splines, Rational Functions and Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {1040--1047},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/442-splines-rational-functions-and-neural-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WilliamsonB91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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