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A Deep Bayesian Bandits Approach for Anticancer Therapy: Exploration via Functional Prior



Mingyu Lu , Yifang Chen , Su-In Lee


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Active Multi-Task Representation Learning



Yifang Chen , Simon S. Du , Kevin Jamieson


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Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes



Andrew Wagenmaker , Yifang Chen , Max Simchowitz , Simon S. Du , Kevin Jamieson


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First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach



Andrew Wagenmaker , Yifang Chen , Max Simchowitz , Simon S. Du , Kevin Jamieson


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Corruption Robust Active Learning



Yifang Chen , Simon S. Du , Kevin Jamieson


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Improved Corruption Robust Algorithms for Episodic Reinforcement Learning



Yifang Chen , Simon S. Du , Kevin Jamieson


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More Practical and Adaptive Algorithms for Online Quantum State Learning



Yifang Chen , Xin Wang

* 16 pages 

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Fair Contextual Multi-Armed Bandits: Theory and Experiments



Yifang Chen , Alex Cuellar , Haipeng Luo , Jignesh Modi , Heramb Nemlekar , Stefanos Nikolaidis

* 9 pages, 9 figures 

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Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization



Abhishek Roy , Yifang Chen , Krishnakumar Balasubramanian , Prasant Mohapatra


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