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Corruption Robust Active Learning


Jun 21, 2021
Yifang Chen, Simon S. Du, Kevin Jamieson


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Improved Corruption Robust Algorithms for Episodic Reinforcement Learning


Mar 08, 2021
Yifang Chen, Simon S. Du, Kevin Jamieson


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More Practical and Adaptive Algorithms for Online Quantum State Learning


Jun 01, 2020
Yifang Chen, Xin Wang

* 16 pages 

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Fair Contextual Multi-Armed Bandits: Theory and Experiments


Dec 13, 2019
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


Dec 03, 2019
Abhishek Roy, Yifang Chen, Krishnakumar Balasubramanian, Prasant Mohapatra


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Reinforcement Learning with Fairness Constraints for Resource Distribution in Human-Robot Teams


Jul 08, 2019
Houston Claure, Yifang Chen, Jignesh Modi, Malte Jung, Stefanos Nikolaidis


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A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free


Feb 05, 2019
Yifang Chen, Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei


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