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Jiayi Huang

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Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation

Dec 07, 2023
Jiayi Huang, Han Zhong, Liwei Wang, Lin F. Yang

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A Two-Stage Training Framework for Joint Speech Compression and Enhancement

Sep 08, 2023
Jiayi Huang, Zeyu Yan, Wenbin Jiang, Fei Wen

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Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds

Jun 12, 2023
Jiayi Huang, Han Zhong, Liwei Wang, Lin F. Yang

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Calibration-Aware Bayesian Learning

May 12, 2023
Jiayi Huang, Sangwoo Park, Osvaldo Simeone

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Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs

Oct 26, 2021
Han Zhong, Jiayi Huang, Lin F. Yang, Liwei Wang

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Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System

Apr 28, 2021
Pritam Majumder, Jiayi Huang, Sungkeun Kim, Abdullah Muzahid, Dylan Siegers, Chia-Che Tsai, Eun Jung Kim

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Coloring Big Graphs with AlphaGoZero

Feb 28, 2019
Jiayi Huang, Mostofa Patwary, Gregory Diamos

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