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77 Results
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Poster
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Thu 11:00 |
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits Muhammad Qasim Elahi · Mahsa Ghasemi · Murat Kocaoglu |
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Poster
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Fri 11:00 |
How Does Variance Shape the Regret in Contextual Bandits? Zeyu Jia · Jian Qian · Alexander Rakhlin · Chen-Yu Wei |
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Poster
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Fri 16:30 |
Global Rewards in Restless Multi-Armed Bandits Naveen Raman · Zheyuan Shi · Fei Fang |
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Poster
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Wed 16:30 |
Robust Neural Contextual Bandit against Adversarial Corruptions Yunzhe Qi · Yikun Ban · Arindam Banerjee · Jingrui He |
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Poster
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Thu 11:00 |
Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback Haolin Liu · Zak Mhammedi · Chen-Yu Wei · Julian Zimmert |
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Poster
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Thu 11:00 |
Fast Rates for Bandit PAC Multiclass Classification Liad Erez · Alon Peled-Cohen · Tomer Koren · Yishay Mansour · Shay Moran |
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Poster
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Thu 16:30 |
Improved Regret for Bandit Convex Optimization with Delayed Feedback Yuanyu Wan · Chang Yao · Mingli Song · Lijun Zhang |
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Poster
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Fri 11:00 |
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment Zixian Yang · Xin Liu · Lei Ying |
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Poster
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Locally Private and Robust Multi-Armed Bandits Xingyu Zhou · Komo(Wei) ZHANG |
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Poster
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Fri 16:30 |
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit Joongkyu Lee · Min-hwan Oh |
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Poster
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Fri 16:30 |
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting Ahmed Ben Yahmed · Clément Calauzènes · Vianney Perchet |
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Poster
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Thu 11:00 |
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability Fan Chen · Dylan J Foster · Yanjun Han · Jian Qian · Alexander Rakhlin · Yunbei Xu |