Cohen, Alon

22 publications

AISTATS 2025 Locally Optimal Descent for Dynamic Stepsize Scheduling Gilad Yehudai, Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain

NeurIPS 2025 Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback Orin Levy, Liad Erez, Alon Cohen, Yishay Mansour

ICML 2024 Eluder-Based Regret for Stochastic Contextual MDPs Orin Levy, Asaf Cassel, Alon Cohen, Yishay Mansour

NeurIPS 2024 Fast Rates for Bandit PAC Multiclass Classification Liad Erez, Alon Cohen, Tomer Koren, Yishay Mansour, Shay Moran

ICML 2024 Rate-Optimal Policy Optimization for Linear Markov Decision Processes Uri Sherman, Alon Cohen, Tomer Koren, Yishay Mansour

COLT 2024 The Real Price of Bandit Information in Multiclass Classification Liad Erez, Alon Cohen, Tomer Koren, Yishay Mansour, Shay Moran

ICML 2023 Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation Orin Levy, Alon Cohen, Asaf Cassel, Yishay Mansour

COLT 2022 Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics Asaf B Cassel, Alon Cohen, Tomer Koren

NeurIPS 2021 Asynchronous Stochastic Optimization Robust to Arbitrary Delays Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain

NeurIPS 2021 Minimax Regret for Stochastic Shortest Path Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg

COLT 2021 Online Markov Decision Processes with Aggregate Bandit Feedback Alon Cohen, Haim Kaplan, Tomer Koren, Yishay Mansour

AAAI 2020 Apprenticeship Learning via Frank-Wolfe Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour

ICML 2020 Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently Asaf Cassel, Alon Cohen, Tomer Koren

ICML 2020 Near-Optimal Regret Bounds for Stochastic Shortest Path Aviv Rosenberg, Alon Cohen, Yishay Mansour, Haim Kaplan

UAI 2020 Unknown Mixing Times in Apprenticeship and Reinforcement Learning Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour

ICML 2019 Learning Linear-Quadratic Regulators Efficiently with Only $\sqrt{T}$ Regret Alon Cohen, Tomer Koren, Yishay Mansour

NeurIPS 2019 Learning to Screen Alon Cohen, Avinatan Hassidim, Haim Kaplan, Yishay Mansour, Shay Moran

ICML 2018 Online Linear Quadratic Control Alon Cohen, Avinatan Hasidim, Tomer Koren, Nevena Lazic, Yishay Mansour, Kunal Talwar

IJCAI 2018 Planning and Learning with Stochastic Action Sets Craig Boutilier, Alon Cohen, Avinatan Hassidim, Yishay Mansour, Ofer Meshi, Martin Mladenov, Dale Schuurmans

COLT 2017 Tight Bounds for Bandit Combinatorial Optimization Alon Cohen, Tamir Hazan, Tomer Koren

ICML 2016 Online Learning with Feedback Graphs Without the Graphs Alon Cohen, Tamir Hazan, Tomer Koren

ICML 2015 Following the Perturbed Leader for Online Structured Learning Alon Cohen, Tamir Hazan