Selected Publications
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2022.
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability. To appear in Mathematics of Operations Research.
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2021. Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective. To appear in COLT 2021.
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2021. Online Pricing with Offline Data: Phase Transition and Inverse Square Law. To appear in Management Science.
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2021. .
2020.
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2019.