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Poster
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Thu 14:00 |
Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent Yu Bai · Chi Jin · Song Mei · Ziang Song · Tiancheng Yu |
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Poster
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Distributed Online Convex Optimization with Compressed Communication Zhipeng Tu · Xi Wang · Yiguang Hong · Lei Wang · Deming Yuan · Guodong Shi |
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Poster
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Tue 9:00 |
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity Yiheng Lin · Yang Hu · Guannan Qu · Tongxin Li · Adam Wierman |
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Poster
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Tue 9:00 |
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits Geovani Rizk · Igor Colin · Albert Thomas · Rida Laraki · Yann Chevaleyre |
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Poster
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Tue 14:00 |
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven · Nikita Zhivotovskiy · Nicolò Cesa-Bianchi |
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Poster
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Thu 14:00 |
No-regret learning in games with noisy feedback: Faster rates and adaptivity via learning rate separation Yu-Guan Hsieh · Kimon Antonakopoulos · Volkan Cevher · Panayotis Mertikopoulos |
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Poster
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Tue 9:00 |
Near-Optimal No-Regret Learning Dynamics for General Convex Games Gabriele Farina · Ioannis Anagnostides · Haipeng Luo · Chung-Wei Lee · Christian Kroer · Tuomas Sandholm |
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Poster
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Thu 14:00 |
Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space Jonatha Anselmi · Bruno Gaujal · Louis-Sébastien Rebuffi |
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Poster
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Tue 14:00 |
Regret Bounds for Multilabel Classification in Sparse Label Regimes Róbert Busa-Fekete · Heejin Choi · Krzysztof Dembczynski · Claudio Gentile · Henry Reeve · Balazs Szorenyi |
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Poster
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Wed 14:00 |
Regret Bounds for Risk-Sensitive Reinforcement Learning Osbert Bastani · Jason Yecheng Ma · Estelle Shen · Wanqiao Xu |
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Poster
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Thu 9:00 |
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret Orestis Papadigenopoulos · Constantine Caramanis · Sanjay Shakkottai |
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Poster
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Tue 9:00 |
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds Aritra Mitra · Arman Adibi · George J. Pappas · Hamed Hassani |