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Tomer Koren
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School of Computer Science, Tel Aviv University, Google Research, Tel Aviv

Tight Risk Bounds for Gradient Descent on Separable Data


Mar 02, 2023
Matan Schliserman, Tomer Koren

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Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime


Feb 27, 2023
Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar

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SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance


Feb 17, 2023
Amit Attia, Tomer Koren

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* 25 pages 
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Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation


Jan 30, 2023
Uri Sherman, Tomer Koren, Yishay Mansour

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Private Online Prediction from Experts: Separations and Faster Rates


Oct 24, 2022
Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar

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Dueling Convex Optimization with General Preferences


Sep 27, 2022
Aadirupa Saha, Tomer Koren, Yishay Mansour

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Regret Minimization and Convergence to Equilibria in General-sum Markov Games


Aug 08, 2022
Liad Erez, Tal Lancewicki, Uri Sherman, Tomer Koren, Yishay Mansour

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Uniform Stability for First-Order Empirical Risk Minimization


Jul 17, 2022
Amit Attia, Tomer Koren

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* 18 pages, Proceedings of Thirty Fifth Conference on Learning Theory, PMLR 178:3313-3332, 2022 
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Better Best of Both Worlds Bounds for Bandits with Switching Costs


Jun 07, 2022
Idan Amir, Guy Azov, Tomer Koren, Roi Livni

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Rate-Optimal Online Convex Optimization in Adaptive Linear Control


Jun 03, 2022
Asaf Cassel, Alon Cohen, Tomer Koren

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* arXiv admin note: text overlap with arXiv:2203.01170 
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