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Jingzhao Zhang

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Efficient Sampling on Riemannian Manifolds via Langevin MCMC

Feb 15, 2024
Xiang Cheng, Jingzhao Zhang, Suvrit Sra

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Iteratively Learn Diverse Strategies with State Distance Information

Oct 23, 2023
Wei Fu, Weihua Du, Jingwei Li, Sunli Chen, Jingzhao Zhang, Yi Wu

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A Quadratic Synchronization Rule for Distributed Deep Learning

Oct 22, 2023
Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang

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Two Phases of Scaling Laws for Nearest Neighbor Classifiers

Aug 16, 2023
Pengkun Yang, Jingzhao Zhang

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Near-Optimal Fully First-Order Algorithms for Finding Stationary Points in Bilevel Optimization

Jun 26, 2023
Lesi Chen, Yaohua Ma, Jingzhao Zhang

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Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions

Jun 18, 2023
Xiang Cheng, Bohan Wang, Jingzhao Zhang, Yusong Zhu

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Lower Generalization Bounds for GD and SGD in Smooth Stochastic Convex Optimization

Mar 19, 2023
Peiyuan Zhang, Jiaye Teng, Jingzhao Zhang

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On Bilevel Optimization without Lower-level Strong Convexity

Jan 02, 2023
Lesi Chen, Jing Xu, Jingzhao Zhang

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Online Policy Optimization for Robust MDP

Sep 28, 2022
Jing Dong, Jingwei Li, Baoxiang Wang, Jingzhao Zhang

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Realistic Deep Learning May Not Fit Benignly

Jun 01, 2022
Kaiyue Wen, Jiaye Teng, Jingzhao Zhang

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