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Qian Lin

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The Optimality of Kernel Classifiers in Sobolev Space

Feb 02, 2024
Jianfa Lai, Zhifan Li, Dongming Huang, Qian Lin

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Off-Policy Primal-Dual Safe Reinforcement Learning

Jan 26, 2024
Zifan Wu, Bo Tang, Qian Lin, Chao Yu, Shangqin Mao, Qianlong Xie, Xingxing Wang, Dong Wang

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Policy-regularized Offline Multi-objective Reinforcement Learning

Jan 04, 2024
Qian Lin, Chao Yu, Zongkai Liu, Zifan Wu

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Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay

Jan 03, 2024
Yicheng Li, Weiye Gan, Zuoqiang Shi, Qian Lin

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Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions

Jan 02, 2024
Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin

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On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay

Sep 23, 2023
Yicheng Li, Haobo Zhang, Qian Lin

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Optimal Rate of Kernel Regression in Large Dimensions

Sep 08, 2023
Weihao Lu, Haobo Zhang, Yicheng Li, Manyun Xu, Qian Lin

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Safe Offline Reinforcement Learning with Real-Time Budget Constraints

Jun 01, 2023
Qian Lin, Bo Tang, Zifan Wu, Chao Yu, Shangqin Mao, Qianlong Xie, Xingxing Wang, Dong Wang

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Generalization Ability of Wide Residual Networks

May 29, 2023
Jianfa Lai, Zixiong Yu, Songtao Tian, Qian Lin

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On the Optimality of Misspecified Kernel Ridge Regression

May 12, 2023
Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin

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