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ORCIDBibTeX records: Tomer Koren
@article{DBLP:journals/corr/abs-2401-12058,
author = {Matan Schliserman and
Uri Sherman and
Tomer Koren},
title = {The Dimension Strikes Back with Gradients: Generalization of Gradient
Methods in Stochastic Convex Optimization},
journal = {CoRR},
volume = {abs/2401.12058},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12058},
doi = {10.48550/ARXIV.2401.12058},
eprinttype = {arXiv},
eprint = {2401.12058},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03126,
author = {Amit Attia and
Tomer Koren},
title = {How Free is Parameter-Free Stochastic Optimization?},
journal = {CoRR},
volume = {abs/2402.03126},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03126},
doi = {10.48550/ARXIV.2402.03126},
eprinttype = {arXiv},
eprint = {2402.03126},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02873,
author = {Amit Attia and
Tomer Koren},
title = {A Note on High-Probability Analysis of Algorithms with Exponential,
Sub-Gaussian, and General Light Tails},
journal = {CoRR},
volume = {abs/2403.02873},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02873},
doi = {10.48550/ARXIV.2403.02873},
eprinttype = {arXiv},
eprint = {2403.02873},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AsiFKT23,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Private Online Prediction from Experts: Separations and Faster Rates},
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 = {674--699},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/asi23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/AsiFKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsiFKT23,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Near-Optimal Algorithms for Private Online Optimization in the Realizable
Regime},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {1107--1120},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/asi23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsiFKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AttiaK23,
author = {Amit Attia and
Tomer Koren},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{SGD} with AdaGrad Stepsizes: Full Adaptivity with High Probability
to Unknown Parameters, Unbounded Gradients and Affine Variance},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {1147--1171},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/attia23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AttiaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErezLSKM23,
author = {Liad Erez and
Tal Lancewicki and
Uri Sherman and
Tomer Koren and
Yishay Mansour},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Regret Minimization and Convergence to Equilibria in General-sum Markov
Games},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {9343--9373},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/erez23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErezLSKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShermanKM23,
author = {Uri Sherman and
Tomer Koren and
Yishay Mansour},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Improved Regret for Efficient Online Reinforcement Learning with Linear
Function Approximation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {31117--31150},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/sherman23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShermanKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchlisermanK23,
author = {Matan Schliserman and
Tomer Koren},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Tight Risk Bounds for Gradient Descent on Separable Data},
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/d8ca28a32c05cd3b9b0940e43720f31b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchlisermanK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13087,
author = {Uri Sherman and
Tomer Koren and
Yishay Mansour},
title = {Improved Regret for Efficient Online Reinforcement Learning with Linear
Function Approximation},
journal = {CoRR},
volume = {abs/2301.13087},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13087},
doi = {10.48550/ARXIV.2301.13087},
eprinttype = {arXiv},
eprint = {2301.13087},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08783,
author = {Amit Attia and
Tomer Koren},
title = {{SGD} with AdaGrad Stepsizes: Full Adaptivity with High Probability
to Unknown Parameters, Unbounded Gradients and Affine Variance},
journal = {CoRR},
volume = {abs/2302.08783},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08783},
doi = {10.48550/ARXIV.2302.08783},
eprinttype = {arXiv},
eprint = {2302.08783},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14154,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
title = {Near-Optimal Algorithms for Private Online Optimization in the Realizable
Regime},
journal = {CoRR},
volume = {abs/2302.14154},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14154},
doi = {10.48550/ARXIV.2302.14154},
eprinttype = {arXiv},
eprint = {2302.14154},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01135,
author = {Matan Schliserman and
Tomer Koren},
title = {Tight Risk Bounds for Gradient Descent on Separable Data},
journal = {CoRR},
volume = {abs/2303.01135},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01135},
doi = {10.48550/ARXIV.2303.01135},
eprinttype = {arXiv},
eprint = {2303.01135},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14642,
author = {Uri Sherman and
Alon Cohen and
Tomer Koren and
Yishay Mansour},
title = {Rate-Optimal Policy Optimization for Linear Markov Decision Processes},
journal = {CoRR},
volume = {abs/2308.14642},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14642},
doi = {10.48550/ARXIV.2308.14642},
eprinttype = {arXiv},
eprint = {2308.14642},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13877,
author = {Gilad Yehudai and
Alon Cohen and
Amit Daniely and
Yoel Drori and
Tomer Koren and
Mariano Schain},
title = {Locally Optimal Descent for Dynamic Stepsize Scheduling},
journal = {CoRR},
volume = {abs/2311.13877},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13877},
doi = {10.48550/ARXIV.2311.13877},
eprinttype = {arXiv},
eprint = {2311.13877},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11788,
author = {Aadirupa Saha and
Vitaly Feldman and
Tomer Koren and
Yishay Mansour},
title = {Faster Convergence with Multiway Preferences},
journal = {CoRR},
volume = {abs/2312.11788},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11788},
doi = {10.48550/ARXIV.2312.11788},
eprinttype = {arXiv},
eprint = {2312.11788},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AttiaK22,
author = {Amit Attia and
Tomer Koren},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Uniform Stability for First-Order Empirical Risk Minimization},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3313--3332},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/attia22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/AttiaK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SchlisermanK22,
author = {Matan Schliserman and
Tomer Koren},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Stability vs Implicit Bias of Gradient Methods on Separable Data and
Beyond},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3380--3394},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/schliserman22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SchlisermanK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CasselCK22,
author = {Asaf B. Cassel and
Alon Cohen and
Tomer Koren},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Efficient Online Linear Control with Stochastic Convex Costs and Unknown
Dynamics},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3589--3604},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/cassel22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CasselCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmirAKL22,
author = {Idan Amir and
Guy Azov and
Tomer Koren and
Roi Livni},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Better Best of Both Worlds Bounds for Bandits with Switching Costs},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/6590cb829f5ffef50050f3e5845fbb4c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AmirAKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CasselPK22,
author = {Asaf B. Cassel and
Alon Peled{-}Cohen and
Tomer Koren},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Rate-Optimal Online Convex Optimization in Adaptive Linear Control},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/30dfe47a3ccbee68cffa0c19ccb1bc00-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CasselPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KorenLMS22,
author = {Tomer Koren and
Roi Livni and
Yishay Mansour and
Uri Sherman},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Benign Underfitting of Stochastic Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7bc4f74e35bcfe8cfe43b0a860786d6a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KorenLMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13361,
author = {Tomer Koren and
Roi Livni and
Yishay Mansour and
Uri Sherman},
title = {Benign Underfitting of Stochastic Gradient Descent},
journal = {CoRR},
volume = {abs/2202.13361},
year = {2022},
url = {https://arxiv.org/abs/2202.13361},
eprinttype = {arXiv},
eprint = {2202.13361},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13441,
author = {Matan Schliserman and
Tomer Koren},
title = {Stability vs Implicit Bias of Gradient Methods on Separable Data and
Beyond},
journal = {CoRR},
volume = {abs/2202.13441},
year = {2022},
url = {https://arxiv.org/abs/2202.13441},
eprinttype = {arXiv},
eprint = {2202.13441},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01170,
author = {Asaf B. Cassel and
Alon Cohen and
Tomer Koren},
title = {Efficient Online Linear Control with Stochastic Convex Costs and Unknown
Dynamics},
journal = {CoRR},
volume = {abs/2203.01170},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01170},
doi = {10.48550/ARXIV.2203.01170},
eprinttype = {arXiv},
eprint = {2203.01170},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01426,
author = {Asaf B. Cassel and
Alon Cohen and
Tomer Koren},
title = {Rate-Optimal Online Convex Optimization in Adaptive Linear Control},
journal = {CoRR},
volume = {abs/2206.01426},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01426},
doi = {10.48550/ARXIV.2206.01426},
eprinttype = {arXiv},
eprint = {2206.01426},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03098,
author = {Idan Amir and
Guy Azov and
Tomer Koren and
Roi Livni},
title = {Better Best of Both Worlds Bounds for Bandits with Switching Costs},
journal = {CoRR},
volume = {abs/2206.03098},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03098},
doi = {10.48550/ARXIV.2206.03098},
eprinttype = {arXiv},
eprint = {2206.03098},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08257,
author = {Amit Attia and
Tomer Koren},
title = {Uniform Stability for First-Order Empirical Risk Minimization},
journal = {CoRR},
volume = {abs/2207.08257},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08257},
doi = {10.48550/ARXIV.2207.08257},
eprinttype = {arXiv},
eprint = {2207.08257},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-14211,
author = {Liad Erez and
Tal Lancewicki and
Uri Sherman and
Tomer Koren and
Yishay Mansour},
title = {Regret Minimization and Convergence to Equilibria in General-sum Markov
Games},
journal = {CoRR},
volume = {abs/2207.14211},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.14211},
doi = {10.48550/ARXIV.2207.14211},
eprinttype = {arXiv},
eprint = {2207.14211},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-14211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02562,
author = {Aadirupa Saha and
Tomer Koren and
Yishay Mansour},
title = {Dueling Convex Optimization with General Preferences},
journal = {CoRR},
volume = {abs/2210.02562},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02562},
doi = {10.48550/ARXIV.2210.02562},
eprinttype = {arXiv},
eprint = {2210.02562},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13537,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
title = {Private Online Prediction from Experts: Separations and Faster Rates},
journal = {CoRR},
volume = {abs/2210.13537},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13537},
doi = {10.48550/ARXIV.2210.13537},
eprinttype = {arXiv},
eprint = {2210.13537},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AmirKL21,
author = {Idan Amir and
Tomer Koren and
Roi Livni},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {{SGD} Generalizes Better Than {GD} (And Regularization Doesn't Help)},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {63--92},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/amir21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/AmirKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CohenKKM21,
author = {Alon Cohen and
Haim Kaplan and
Tomer Koren and
Yishay Mansour},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Online Markov Decision Processes with Aggregate Bandit Feedback},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {1301--1329},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/cohen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CohenKKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ShermanK21,
author = {Uri Sherman and
Tomer Koren},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Lazy {OCO:} Online Convex Optimization on a Switching Budget},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {3972--3988},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/sherman21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ShermanK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsiFKT21,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
editor = {Marina Meila and
Tong Zhang},
title = {Private Stochastic Convex Optimization: Optimal Rates in {L1} Geometry},
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 = {393--403},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/asi21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsiFKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CasselK21,
author = {Asaf B. Cassel and
Tomer Koren},
editor = {Marina Meila and
Tong Zhang},
title = {Online Policy Gradient for Model Free Learning of Linear Quadratic
Regulators with {\(\surd\)}T Regret},
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 = {1304--1313},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cassel21a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CasselK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LancewickiSKM21,
author = {Tal Lancewicki and
Shahar Segal and
Tomer Koren and
Yishay Mansour},
editor = {Marina Meila and
Tong Zhang},
title = {Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions},
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 = {5969--5978},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lancewicki21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LancewickiSKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaKM21,
author = {Aadirupa Saha and
Tomer Koren and
Yishay Mansour},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Dueling Bandits},
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 = {9235--9244},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saha21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SahaKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaKM21a,
author = {Aadirupa Saha and
Tomer Koren and
Yishay Mansour},
editor = {Marina Meila and
Tong Zhang},
title = {Dueling Convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9245--9254},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saha21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SahaKM21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AttiaK21,
author = {Amit Attia and
Tomer Koren},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Algorithmic Instabilities of Accelerated Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1204--1214},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/094bb65ef46d3eb4be0a87877ec333eb-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AttiaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShermanKM21,
author = {Uri Sherman and
Tomer Koren and
Yishay Mansour},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Optimal Rates for Random Order Online Optimization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2097--2108},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/107030ca685076c0ed5e054e2c3ed940-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShermanKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CohenDDKS21,
author = {Alon Cohen and
Amit Daniely and
Yoel Drori and
Tomer Koren and
Mariano Schain},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Asynchronous Stochastic Optimization Robust to Arbitrary Delays},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9024--9035},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4b85256c4881edb6c0776df5d81f6236-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CohenDDKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmirCKL21,
author = {Idan Amir and
Yair Carmon and
Tomer Koren and
Roi Livni},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Never Go Full Batch (in Stochastic Convex Optimization)},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25033--25043},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d27b95cac4c27feb850aaa4070cc4675-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AmirCKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ErezK21,
author = {Liad Erez and
Tomer Koren},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Towards Best-of-All-Worlds Online Learning with Feedback Graphs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28511--28521},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ef8f94395be9fd78b7d0aeecf7864a03-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ErezK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00490,
author = {Alon Cohen and
Haim Kaplan and
Tomer Koren and
Yishay Mansour},
title = {Online Markov Decision Processes with Aggregate Bandit Feedback},
journal = {CoRR},
volume = {abs/2102.00490},
year = {2021},
url = {https://arxiv.org/abs/2102.00490},
eprinttype = {arXiv},
eprint = {2102.00490},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01117,
author = {Idan Amir and
Tomer Koren and
Roi Livni},
title = {{SGD} Generalizes Better Than {GD} (And Regularization Doesn't Help)},
journal = {CoRR},
volume = {abs/2102.01117},
year = {2021},
url = {https://arxiv.org/abs/2102.01117},
eprinttype = {arXiv},
eprint = {2102.01117},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02167,
author = {Amit Attia and
Tomer Koren},
title = {The Instability of Accelerated Gradient Descent},
journal = {CoRR},
volume = {abs/2102.02167},
year = {2021},
url = {https://arxiv.org/abs/2102.02167},
eprinttype = {arXiv},
eprint = {2102.02167},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03803,
author = {Uri Sherman and
Tomer Koren},
title = {Lazy {OCO:} Online Convex Optimization on a Switching Budget},
journal = {CoRR},
volume = {abs/2102.03803},
year = {2021},
url = {https://arxiv.org/abs/2102.03803},
eprinttype = {arXiv},
eprint = {2102.03803},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12192,
author = {Noga Bar and
Tomer Koren and
Raja Giryes},
title = {Multiplicative Reweighting for Robust Neural Network Optimization},
journal = {CoRR},
volume = {abs/2102.12192},
year = {2021},
url = {https://arxiv.org/abs/2102.12192},
eprinttype = {arXiv},
eprint = {2102.12192},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12608,
author = {Asaf B. Cassel and
Tomer Koren},
title = {Online Policy Gradient for Model Free Learning of Linear Quadratic
Regulators with {\(\surd\)}T Regret},
journal = {CoRR},
volume = {abs/2102.12608},
year = {2021},
url = {https://arxiv.org/abs/2102.12608},
eprinttype = {arXiv},
eprint = {2102.12608},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01516,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
title = {Private Stochastic Convex Optimization: Optimal Rates in {\unicode{120001}}\({}_{\mbox{1}}\)
Geometry},
journal = {CoRR},
volume = {abs/2103.01516},
year = {2021},
url = {https://arxiv.org/abs/2103.01516},
eprinttype = {arXiv},
eprint = {2103.01516},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02436,
author = {Tal Lancewicki and
Shahar Segal and
Tomer Koren and
Yishay Mansour},
title = {Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions},
journal = {CoRR},
volume = {abs/2106.02436},
year = {2021},
url = {https://arxiv.org/abs/2106.02436},
eprinttype = {arXiv},
eprint = {2106.02436},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11879,
author = {Alon Cohen and
Amit Daniely and
Yoel Drori and
Tomer Koren and
Mariano Schain},
title = {Asynchronous Stochastic Optimization Robust to Arbitrary Delays},
journal = {CoRR},
volume = {abs/2106.11879},
year = {2021},
url = {https://arxiv.org/abs/2106.11879},
eprinttype = {arXiv},
eprint = {2106.11879},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15207,
author = {Uri Sherman and
Tomer Koren and
Yishay Mansour},
title = {Optimal Rates for Random Order Online Optimization},
journal = {CoRR},
volume = {abs/2106.15207},
year = {2021},
url = {https://arxiv.org/abs/2106.15207},
eprinttype = {arXiv},
eprint = {2106.15207},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00469,
author = {Idan Amir and
Yair Carmon and
Tomer Koren and
Roi Livni},
title = {Never Go Full Batch (in Stochastic Convex Optimization)},
journal = {CoRR},
volume = {abs/2107.00469},
year = {2021},
url = {https://arxiv.org/abs/2107.00469},
eprinttype = {arXiv},
eprint = {2107.00469},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09572,
author = {Liad Erez and
Tomer Koren},
title = {Best-of-All-Worlds Bounds for Online Learning with Feedback Graphs},
journal = {CoRR},
volume = {abs/2107.09572},
year = {2021},
url = {https://arxiv.org/abs/2107.09572},
eprinttype = {arXiv},
eprint = {2107.09572},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KorenS20,
author = {Tomer Koren and
Shahar Segal},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Open Problem: Tight Convergence of {SGD} in Constant Dimension},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {3847--3851},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/koren20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KorenS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CasselCK20,
author = {Asaf B. Cassel and
Alon Cohen and
Tomer Koren},
title = {Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently},
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 = {1328--1337},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cassel20a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CasselCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalAKTZ20,
author = {Naman Agarwal and
Rohan Anil and
Tomer Koren and
Kunal Talwar and
Cyril Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Stochastic Optimization with Laggard Data Pipelines},
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/74dbd1111727a31a2b825d615d80b2e7-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AgarwalAKTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmirAKML20,
author = {Idan Amir and
Idan Attias and
Tomer Koren and
Yishay Mansour and
Roi Livni},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Prediction with Corrupted Expert Advice},
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/a512294422de868f8474d22344636f16-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AmirAKML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CasselK20,
author = {Asaf B. Cassel and
Tomer Koren},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Bandit Linear Control},
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/64a08e5f1e6c39faeb90108c430eb120-Abstract.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CasselK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DauberFKL20,
author = {Assaf Dauber and
Meir Feder and
Tomer Koren and
Roi Livni},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Can Implicit Bias Explain Generalization? Stochastic Convex Optimization
as a Case Study},
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/57cd30d9088b0185cf0ebca1a472ff1d-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DauberFKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/FeldmanKT20,
author = {Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
editor = {Konstantin Makarychev and
Yury Makarychev and
Madhur Tulsiani and
Gautam Kamath and
Julia Chuzhoy},
title = {Private stochastic convex optimization: optimal rates in linear time},
booktitle = {Proceedings of the 52nd Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2020, Chicago, IL, USA, June 22-26, 2020},
pages = {439--449},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3357713.3384335},
doi = {10.1145/3357713.3384335},
timestamp = {Mon, 18 Dec 2023 07:33:37 +0100},
biburl = {https://dblp.org/rec/conf/stoc/FeldmanKT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08095,
author = {Asaf B. Cassel and
Alon Cohen and
Tomer Koren},
title = {Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently},
journal = {CoRR},
volume = {abs/2002.08095},
year = {2020},
url = {https://arxiv.org/abs/2002.08095},
eprinttype = {arXiv},
eprint = {2002.08095},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09018,
author = {Rohan Anil and
Vineet Gupta and
Tomer Koren and
Kevin Regan and
Yoram Singer},
title = {Second Order Optimization Made Practical},
journal = {CoRR},
volume = {abs/2002.09018},
year = {2020},
url = {https://arxiv.org/abs/2002.09018},
eprinttype = {arXiv},
eprint = {2002.09018},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10286,
author = {Idan Amir and
Idan Attias and
Tomer Koren and
Roi Livni and
Yishay Mansour},
title = {Prediction with Corrupted Expert Advice},
journal = {CoRR},
volume = {abs/2002.10286},
year = {2020},
url = {https://arxiv.org/abs/2002.10286},
eprinttype = {arXiv},
eprint = {2002.10286},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11803,
author = {Naman Agarwal and
Rohan Anil and
Elad Hazan and
Tomer Koren and
Cyril Zhang},
title = {Disentangling Adaptive Gradient Methods from Learning Rates},
journal = {CoRR},
volume = {abs/2002.11803},
year = {2020},
url = {https://arxiv.org/abs/2002.11803},
eprinttype = {arXiv},
eprint = {2002.11803},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06152,
author = {Assaf Dauber and
Meir Feder and
Tomer Koren and
Roi Livni},
title = {Can Implicit Bias Explain Generalization? Stochastic Convex Optimization
as a Case Study},
journal = {CoRR},
volume = {abs/2003.06152},
year = {2020},
url = {https://arxiv.org/abs/2003.06152},
eprinttype = {arXiv},
eprint = {2003.06152},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04763,
author = {Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
title = {Private Stochastic Convex Optimization: Optimal Rates in Linear Time},
journal = {CoRR},
volume = {abs/2005.04763},
year = {2020},
url = {https://arxiv.org/abs/2005.04763},
eprinttype = {arXiv},
eprint = {2005.04763},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00759,
author = {Asaf B. Cassel and
Tomer Koren},
title = {Bandit Linear Control},
journal = {CoRR},
volume = {abs/2007.00759},
year = {2020},
url = {https://arxiv.org/abs/2007.00759},
eprinttype = {arXiv},
eprint = {2007.00759},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04612,
author = {Shahar Azulay and
Lior Raz and
Amir Globerson and
Tomer Koren and
Yehuda Afek},
title = {Holdout {SGD:} Byzantine Tolerant Federated Learning},
journal = {CoRR},
volume = {abs/2008.04612},
year = {2020},
url = {https://arxiv.org/abs/2008.04612},
eprinttype = {arXiv},
eprint = {2008.04612},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13639,
author = {Naman Agarwal and
Rohan Anil and
Tomer Koren and
Kunal Talwar and
Cyril Zhang},
title = {Stochastic Optimization with Laggard Data Pipelines},
journal = {CoRR},
volume = {abs/2010.13639},
year = {2020},
url = {https://arxiv.org/abs/2010.13639},
eprinttype = {arXiv},
eprint = {2010.13639},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14563,
author = {Aadirupa Saha and
Tomer Koren and
Yishay Mansour},
title = {Adversarial Dueling Bandits},
journal = {CoRR},
volume = {abs/2010.14563},
year = {2020},
url = {https://arxiv.org/abs/2010.14563},
eprinttype = {arXiv},
eprint = {2010.14563},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GuptaKT19,
author = {Anupam Gupta and
Tomer Koren and
Kunal Talwar},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Better Algorithms for Stochastic Bandits with Adversarial Corruptions},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1562--1578},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/gupta19a.html},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GuptaKT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenKM19,
author = {Alon Cohen and
Tomer Koren and
Yishay Mansour},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning Linear-Quadratic Regulators Efficiently with only {\(\surd\)}T
Regret},
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 = {1300--1309},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/cohen19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EichnerKMST19,
author = {Hubert Eichner and
Tomer Koren and
Brendan McMahan and
Nathan Srebro and
Kunal Talwar},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Semi-Cyclic Stochastic Gradient Descent},
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 = {1764--1773},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/eichner19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EichnerKMST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Anil0KS19,
author = {Rohan Anil and
Vineet Gupta and
Tomer Koren and
Yoram Singer},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Memory Efficient Adaptive Optimization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9746--9755},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/8f1fa0193ca2b5d2fa0695827d8270e9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Anil0KS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmidWAK19,
author = {Ehsan Amid and
Manfred K. Warmuth and
Rohan Anil and
Tomer Koren},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Robust Bi-Tempered Logistic Loss Based on Bregman Divergences},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {14987--14996},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/8cd7775f9129da8b5bf787a063d8426e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AmidWAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11150,
author = {Rohan Anil and
Vineet Gupta and
Tomer Koren and
Yoram Singer},
title = {Memory-Efficient Adaptive Optimization for Large-Scale Learning},
journal = {CoRR},
volume = {abs/1901.11150},
year = {2019},
url = {http://arxiv.org/abs/1901.11150},
eprinttype = {arXiv},
eprint = {1901.11150},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06223,
author = {Alon Cohen and
Tomer Koren and
Yishay Mansour},
title = {Learning Linear-Quadratic Regulators Efficiently with only {\textdollar}{\textbackslash}sqrt\{T\}{\textdollar}
Regret},
journal = {CoRR},
volume = {abs/1902.06223},
year = {2019},
url = {http://arxiv.org/abs/1902.06223},
eprinttype = {arXiv},
eprint = {1902.06223},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08647,
author = {Anupam Gupta and
Tomer Koren and
Kunal Talwar},
title = {Better Algorithms for Stochastic Bandits with Adversarial Corruptions},
journal = {CoRR},
volume = {abs/1902.08647},
year = {2019},
url = {http://arxiv.org/abs/1902.08647},
eprinttype = {arXiv},
eprint = {1902.08647},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10120,
author = {Hubert Eichner and
Tomer Koren and
H. Brendan McMahan and
Nathan Srebro and
Kunal Talwar},
title = {Semi-Cyclic Stochastic Gradient Descent},
journal = {CoRR},
volume = {abs/1904.10120},
year = {2019},
url = {http://arxiv.org/abs/1904.10120},
eprinttype = {arXiv},
eprint = {1904.10120},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03361,
author = {Ehsan Amid and
Manfred K. Warmuth and
Rohan Anil and
Tomer Koren},
title = {Robust Bi-Tempered Logistic Loss Based on Bregman Divergences},
journal = {CoRR},
volume = {abs/1906.03361},
year = {2019},
url = {http://arxiv.org/abs/1906.03361},
eprinttype = {arXiv},
eprint = {1906.03361},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenHKLMT18,
author = {Alon Cohen and
Avinatan Hassidim and
Tomer Koren and
Nevena Lazic and
Yishay Mansour and
Kunal Talwar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Online Linear Quadratic Control},
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 = {1028--1037},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/cohen18b.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenHKLMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001KS18,
author = {Vineet Gupta and
Tomer Koren and
Yoram Singer},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Shampoo: Preconditioned Stochastic Tensor Optimization},
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 = {1837--1845},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/gupta18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001KS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09568,
author = {Vineet Gupta and
Tomer Koren and
Yoram Singer},
title = {Shampoo: Preconditioned Stochastic Tensor Optimization},
journal = {CoRR},
volume = {abs/1802.09568},
year = {2018},
url = {http://arxiv.org/abs/1802.09568},
eprinttype = {arXiv},
eprint = {1802.09568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07104,
author = {Alon Cohen and
Avinatan Hassidim and
Tomer Koren and
Nevena Lazic and
Yishay Mansour and
Kunal Talwar},
title = {Online Linear Quadratic Control},
journal = {CoRR},
volume = {abs/1806.07104},
year = {2018},
url = {http://arxiv.org/abs/1806.07104},
eprinttype = {arXiv},
eprint = {1806.07104},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/FeigeKT17,
author = {Uriel Feige and
Tomer Koren and
Moshe Tennenholtz},
title = {Chasing Ghosts: Competing with Stateful Policies},
journal = {{SIAM} J. Comput.},
volume = {46},
number = {1},
pages = {190--223},
year = {2017},
url = {https://doi.org/10.1137/14100227X},
doi = {10.1137/14100227X},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/FeigeKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CohenHK17,
author = {Alon Cohen and
Tamir Hazan and
Tomer Koren},
editor = {Satyen Kale and
Ohad Shamir},
title = {Tight Bounds for Bandit Combinatorial Optimization},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {629--642},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/cohen17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/CohenHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KorenLM17,
author = {Tomer Koren and
Roi Livni and
Yishay Mansour},
editor = {Satyen Kale and
Ohad Shamir},
title = {Bandits with Movement Costs and Adaptive Pricing},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {1242--1268},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/koren17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KorenLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KorenLM17,
author = {Tomer Koren and
Roi Livni and
Yishay Mansour},
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 = {Multi-Armed Bandits with Metric Movement Costs},
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 = {4119--4128},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/bd0cc810b580b35884bd9df37c0e8b0f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/KorenLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KorenL17,
author = {Tomer Koren and
Roi Livni},
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 = {Affine-Invariant Online Optimization and the Low-rank Experts 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 = {4747--4755},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/347665597cbfaef834886adbb848011f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KorenL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KorenLM17,
author = {Tomer Koren and
Roi Livni and
Yishay Mansour},
title = {Bandits with Movement Costs and Adaptive Pricing},
journal = {CoRR},
volume = {abs/1702.07444},
year = {2017},
url = {http://arxiv.org/abs/1702.07444},
eprinttype = {arXiv},
eprint = {1702.07444},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KorenLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenHK17,
author = {Alon Cohen and
Tamir Hazan and
Tomer Koren},
title = {Tight Bounds for Bandit Combinatorial Optimization},
journal = {CoRR},
volume = {abs/1702.07539},
year = {2017},
url = {http://arxiv.org/abs/1702.07539},
eprinttype = {arXiv},
eprint = {1702.07539},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CohenHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuptaKS17,
author = {Vineet Gupta and
Tomer Koren and
Yoram Singer},
title = {A Unified Approach to Adaptive Regularization in Online and Stochastic
Optimization},
journal = {CoRR},
volume = {abs/1706.06569},
year = {2017},
url = {http://arxiv.org/abs/1706.06569},
eprinttype = {arXiv},
eprint = {1706.06569},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuptaKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08997,
author = {Tomer Koren and
Roi Livni and
Yishay Mansour},
title = {Multi-Armed Bandits with Metric Movement Costs},
journal = {CoRR},
volume = {abs/1710.08997},
year = {2017},
url = {http://arxiv.org/abs/1710.08997},
eprinttype = {arXiv},
eprint = {1710.08997},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/HazanK16,
author = {Elad Hazan and
Tomer Koren},
title = {A linear-time algorithm for trust region problems},
journal = {Math. Program.},
volume = {158},
number = {1-2},
pages = {363--381},
year = {2016},
url = {https://doi.org/10.1007/s10107-015-0933-y},
doi = {10.1007/S10107-015-0933-Y},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/HazanK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKLM16,
author = {Elad Hazan and
Tomer Koren and
Roi Livni and
Yishay Mansour},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Online Learning with Low Rank Experts},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {1096--1114},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/hazan16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/HazanKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenHK16,
author = {Alon Cohen and
Tamir Hazan and
Tomer Koren},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Online Learning with Feedback Graphs Without the Graphs},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {811--819},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/cohena16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BullinsHK16,
author = {Brian Bullins and
Elad Hazan and
Tomer Koren},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {The Limits of Learning with Missing Data},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3495--3503},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/955a1584af63a546588caae4d23840b3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BullinsHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FeldmanKLMZ16,
author = {Michal Feldman and
Tomer Koren and
Roi Livni and
Yishay Mansour and
Aviv Zohar},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Online Pricing with Strategic and Patient Buyers},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3864--3872},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/44968aece94f667e4095002d140b5896-Abstract.html},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FeldmanKLMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/HazanK16,
author = {Elad Hazan and
Tomer Koren},
editor = {Daniel Wichs and
Yishay Mansour},
title = {The computational power of optimization in online learning},
booktitle = {Proceedings of the 48th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2016, Cambridge, MA, USA, June 18-21, 2016},
pages = {128--141},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2897518.2897536},
doi = {10.1145/2897518.2897536},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/HazanK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HazanKLM16,
author = {Elad Hazan and
Tomer Koren and
Roi Livni and
Yishay Mansour},
title = {Online Learning with Low Rank Experts},
journal = {CoRR},
volume = {abs/1603.06352},
year = {2016},
url = {http://arxiv.org/abs/1603.06352},
eprinttype = {arXiv},
eprint = {1603.06352},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HazanKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenHK16,
author = {Alon Cohen and
Tamir Hazan and
Tomer Koren},
title = {Online Learning with Feedback Graphs Without the Graphs},
journal = {CoRR},
volume = {abs/1605.07018},
year = {2016},
url = {http://arxiv.org/abs/1605.07018},
eprinttype = {arXiv},
eprint = {1605.07018},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CohenHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/Ben-TalHKM15,
author = {Aharon Ben{-}Tal and
Elad Hazan and
Tomer Koren and
Shie Mannor},
title = {Oracle-Based Robust Optimization via Online Learning},
journal = {Oper. Res.},
volume = {63},
number = {3},
pages = {628--638},
year = {2015},
url = {https://doi.org/10.1287/opre.2015.1374},
doi = {10.1287/OPRE.2015.1374},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/Ben-TalHKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AlonCDK15,
author = {Noga Alon and
Nicol{\`{o}} Cesa{-}Bianchi and
Ofer Dekel and
Tomer Koren},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Online Learning with Feedback Graphs: Beyond Bandits},
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 = {23--35},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Alon15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/AlonCDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BubeckDKP15,
author = {S{\'{e}}bastien Bubeck and
Ofer Dekel and
Tomer Koren and
Yuval Peres},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Bandit Convex Optimization: {\textbackslash}({\textbackslash}sqrt\{T\}{\textbackslash})
Regret in One Dimension},
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 = {266--278},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Bubeck15a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BubeckDKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KorenL15,
author = {Tomer Koren and
Kfir Y. Levy},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fast Rates for Exp-concave Empirical Risk Minimization},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1477--1485},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/acf4b89d3d503d8252c9c4ba75ddbf6d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KorenL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DekelEK15,
author = {Ofer Dekel and
Ronen Eldan and
Tomer Koren},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2926--2934},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/4f398cb9d6bc79ae567298335b51ba8a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DekelEK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BubeckDKP15,
author = {S{\'{e}}bastien Bubeck and
Ofer Dekel and
Tomer Koren and
Yuval Peres},
title = {Bandit Convex Optimization: sqrt\{T\} Regret in One Dimension},
journal = {CoRR},
volume = {abs/1502.06398},
year = {2015},
url = {http://arxiv.org/abs/1502.06398},
eprinttype = {arXiv},
eprint = {1502.06398},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BubeckDKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlonCDK15,
author = {Noga Alon and
Nicol{\`{o}} Cesa{-}Bianchi and
Ofer Dekel and
Tomer Koren},
title = {Online Learning with Feedback Graphs: Beyond Bandits},
journal = {CoRR},
volume = {abs/1502.07617},
year = {2015},
url = {http://arxiv.org/abs/1502.07617},
eprinttype = {arXiv},
eprint = {1502.07617},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlonCDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HazanK15,
author = {Elad Hazan and
Tomer Koren},
title = {The Computational Power of Optimization in Online Learning},
journal = {CoRR},
volume = {abs/1504.02089},
year = {2015},
url = {http://arxiv.org/abs/1504.02089},
eprinttype = {arXiv},
eprint = {1504.02089},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HazanK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKL14,
author = {Elad Hazan and
Tomer Koren and
Kfir Y. Levy},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Logistic Regression: Tight Bounds for Stochastic and Online Optimization},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {197--209},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/hazan14a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/HazanKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DekelDKP14,
author = {Ofer Dekel and
Jian Ding and
Tomer Koren and
Yuval Peres},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Online Learning with Composite Loss Functions},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {1214--1231},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/dekel14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DekelDKP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/FeigeKT14,
author = {Uriel Feige and
Tomer Koren and
Moshe Tennenholtz},
title = {Chasing Ghosts: Competing with Stateful Policies},
booktitle = {55th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2014, Philadelphia, PA, USA, October 18-21, 2014},
pages = {100--109},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/FOCS.2014.19},
doi = {10.1109/FOCS.2014.19},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/FeigeKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DekelHK14,
author = {Ofer Dekel and
Elad Hazan and
Tomer Koren},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {The Blinded Bandit: Learning with Adaptive Feedback},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1610--1618},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/1efa39bcaec6f3900149160693694536-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DekelHK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/DekelDKP14,
author = {Ofer Dekel and
Jian Ding and
Tomer Koren and
Yuval Peres},
editor = {David B. Shmoys},
title = {Bandits with switching costs: \emph{T}\({}^{\mbox{2/3}}\) regret},
booktitle = {Symposium on Theory of Computing, {STOC} 2014, New York, NY, USA,
May 31 - June 03, 2014},
pages = {459--467},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591796.2591868},
doi = {10.1145/2591796.2591868},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/DekelDKP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HazanK14,
author = {Elad Hazan and
Tomer Koren},
title = {A Linear-Time Algorithm for Trust Region Problems},
journal = {CoRR},
volume = {abs/1401.6757},
year = {2014},
url = {http://arxiv.org/abs/1401.6757},
eprinttype = {arXiv},
eprint = {1401.6757},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HazanK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Ben-TalHKM14,
author = {Aharon Ben{-}Tal and
Elad Hazan and
Tomer Koren and
Shie Mannor},
title = {Oracle-Based Robust Optimization via Online Learning},
journal = {CoRR},
volume = {abs/1402.6361},
year = {2014},
url = {http://arxiv.org/abs/1402.6361},
eprinttype = {arXiv},
eprint = {1402.6361},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Ben-TalHKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HazanKL14,
author = {Elad Hazan and
Tomer Koren and
Kfir Y. Levy},
title = {Logistic Regression: Tight Bounds for Stochastic and Online Optimization},
journal = {CoRR},
volume = {abs/1405.3843},
year = {2014},
url = {http://arxiv.org/abs/1405.3843},
eprinttype = {arXiv},
eprint = {1405.3843},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HazanKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DekelDKP14,
author = {Ofer Dekel and
Jian Ding and
Tomer Koren and
Yuval Peres},
title = {Online Learning with Composite Loss Functions},
journal = {CoRR},
volume = {abs/1405.4471},
year = {2014},
url = {http://arxiv.org/abs/1405.4471},
eprinttype = {arXiv},
eprint = {1405.4471},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DekelDKP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FeigeKT14,
author = {Uriel Feige and
Tomer Koren and
Moshe Tennenholtz},
title = {Chasing Ghosts: Competing with Stateful Policies},
journal = {CoRR},
volume = {abs/1407.7635},
year = {2014},
url = {http://arxiv.org/abs/1407.7635},
eprinttype = {arXiv},
eprint = {1407.7635},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FeigeKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Koren13,
author = {Tomer Koren},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Open Problem: Fast Stochastic Exp-Concave Optimization},
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 = {1073--1075},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Koren13.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/Koren13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarninKS13,
author = {Zohar Shay Karnin and
Tomer Koren and
Oren Somekh},
title = {Almost Optimal Exploration in Multi-Armed Bandits},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1238--1246},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/karnin13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarninKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HillelKKLS13,
author = {Eshcar Hillel and
Zohar Shay Karnin and
Tomer Koren and
Ronny Lempel and
Oren Somekh},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Distributed Exploration in Multi-Armed Bandits},
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 = {854--862},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/598b3e71ec378bd83e0a727608b5db01-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HillelKKLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DekelDKP13,
author = {Ofer Dekel and
Jian Ding and
Tomer Koren and
Yuval Peres},
title = {Bandits with Switching Costs: T{\^{}}\{2/3\} Regret},
journal = {CoRR},
volume = {abs/1310.2997},
year = {2013},
url = {http://arxiv.org/abs/1310.2997},
eprinttype = {arXiv},
eprint = {1310.2997},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DekelDKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HillelKKLS13,
author = {Eshcar Hillel and
Zohar Shay Karnin and
Tomer Koren and
Ronny Lempel and
Oren Somekh},
title = {Distributed Exploration in Multi-Armed Bandits},
journal = {CoRR},
volume = {abs/1311.0800},
year = {2013},
url = {http://arxiv.org/abs/1311.0800},
eprinttype = {arXiv},
eprint = {1311.0800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HillelKKLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KorenTC12,
author = {Tomer Koren and
Ronen Talmon and
Israel Cohen},
title = {Supervised system identification based on local {PCA} models},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {541--544},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287936},
doi = {10.1109/ICASSP.2012.6287936},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KorenTC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HazanK12a,
author = {Elad Hazan and
Tomer Koren},
title = {Linear Regression with Limited Observation},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/433.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HazanK12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4678,
author = {Elad Hazan and
Tomer Koren},
title = {Linear Regression with Limited Observation},
journal = {CoRR},
volume = {abs/1206.4678},
year = {2012},
url = {http://arxiv.org/abs/1206.4678},
eprinttype = {arXiv},
eprint = {1206.4678},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanKS11,
author = {Elad Hazan and
Tomer Koren and
Nati Srebro},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Beating {SGD:} Learning SVMs in Sublinear Time},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1233--1241},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/5f2c22cb4a5380af7ca75622a6426917-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HazanKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-4559,
author = {Elad Hazan and
Tomer Koren},
title = {Optimal Algorithms for Ridge and Lasso Regression with Partially Observed
Attributes},
journal = {CoRR},
volume = {abs/1108.4559},
year = {2011},
url = {http://arxiv.org/abs/1108.4559},
eprinttype = {arXiv},
eprint = {1108.4559},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-4559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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