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Conformal Predictor for Improving Zero-shot Text Classification Efficiency


Oct 23, 2022
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

* EMNLP 2022 

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Learning Rationalizable Equilibria in Multiplayer Games


Oct 20, 2022
Yuanhao Wang, Dingwen Kong, Yu Bai, Chi Jin

* 33 pages 

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The Role of Coverage in Online Reinforcement Learning


Oct 09, 2022
Tengyang Xie, Dylan J. Foster, Yu Bai, Nan Jiang, Sham M. Kakade


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Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms


Sep 29, 2022
Fan Chen, Yu Bai, Song Mei


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Unified Algorithms for RL with Decision-Estimation Coefficients: No-Regret, PAC, and Reward-Free Learning


Sep 23, 2022
Fan Chen, Song Mei, Yu Bai


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Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials


Jun 08, 2022
Eshaan Nichani, Yu Bai, Jason D. Lee

* 64 pages 

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Policy Optimization for Markov Games: Unified Framework and Faster Convergence


Jun 06, 2022
Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai


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Efficient $Φ$-Regret Minimization in Extensive-Form Games via Online Mirror Descent


Jun 02, 2022
Yu Bai, Chi Jin, Song Mei, Ziang Song, Tiancheng Yu


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Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games


May 15, 2022
Ziang Song, Song Mei, Yu Bai


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