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Mo Zhou

A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence Guarantee

Feb 11, 2023
Mo Zhou, Jianfeng Lu

* 54 pages

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Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression

Feb 01, 2023
Mo Zhou, Rong Ge

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Understanding Edge-of-Stability Training Dynamics with a Minimalist Example

Oct 07, 2022
Xingyu Zhu, Zixuan Wang, Xiang Wang, Mo Zhou, Rong Ge

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* 53 pages, 19 figures

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On Trace of PGD-Like Adversarial Attacks

May 19, 2022
Mo Zhou, Vishal M. Patel

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Enhancing Adversarial Robustness for Deep Metric Learning

Mar 02, 2022
Mo Zhou, Vishal M. Patel

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* Accepted by CVPR2022

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Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees

Jan 31, 2022
Mo Zhou, Jianfeng Lu

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* 4 figures

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