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Yi Tian

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Convex and Non-Convex Optimization under Generalized Smoothness

Jun 02, 2023
Haochuan Li, Jian Qian, Yi Tian, Alexander Rakhlin, Ali Jadbabaie

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PhysBench: A Benchmark Framework for Remote Physiological Sensing with New Dataset and Baseline

May 07, 2023
Kegang Wang, Yantao Wei, Mingwen Tong, Jie Gao, Yi Tian, YuJian Ma, ZhongJin Zhao

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Can Direct Latent Model Learning Solve Linear Quadratic Gaussian Control?

Dec 30, 2022
Yi Tian, Kaiqing Zhang, Russ Tedrake, Suvrit Sra

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Byzantine-Robust Federated Linear Bandits

Apr 03, 2022
Ali Jadbabaie, Haochuan Li, Jian Qian, Yi Tian

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Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization

Apr 18, 2021
Haochuan Li, Yi Tian, Jingzhao Zhang, Ali Jadbabaie

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Provably Efficient Algorithms for Multi-Objective Competitive RL

Feb 05, 2021
Tiancheng Yu, Yi Tian, Jingzhao Zhang, Suvrit Sra

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Provably Efficient Online Agnostic Learning in Markov Games

Oct 28, 2020
Yi Tian, Yuanhao Wang, Tiancheng Yu, Suvrit Sra

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Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes

Jun 24, 2020
Yi Tian, Jian Qian, Suvrit Sra

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