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Poster
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Wed 14:00
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Graph Neural Network Bandits
Parnian Kassraie · Andreas Krause · Ilija Bogunovic
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Poster
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Wed 14:00
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Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin · Tal Lancewicki · Haipeng Luo · Yishay Mansour · Aviv Rosenberg
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Poster
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Tue 9:00
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Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds
Aritra Mitra · Arman Adibi · George J. Pappas · Hamed Hassani
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Poster
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Tue 9:00
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Better Best of Both Worlds Bounds for Bandits with Switching Costs
Idan Amir · Guy Azov · Tomer Koren · Roi Livni
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Poster
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Tue 14:00
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PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
Kyoungseok Jang · Chicheng Zhang · Kwang-Sung Jun
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Poster
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Thu 14:00
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Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
Changyong Oh · Roberto Bondesan · Efstratios Gavves · Max Welling
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Poster
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Wed 9:00
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Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality
Teodor Vanislavov Marinov · Mehryar Mohri · Julian Zimmert
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Poster
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Wed 14:00
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ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine
Ilker Demirel · Ahmet Alparslan Celik · Cem Tekin
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Poster
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Tue 9:00
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A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett
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Poster
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Wed 9:00
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Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar
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Poster
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Thu 9:00
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IMED-RL: Regret optimal learning of ergodic Markov decision processes
Fabien Pesquerel · Odalric-Ambrym Maillard
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Poster
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Tue 9:00
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Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs
Shinji Ito · Taira Tsuchiya · Junya Honda
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