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Yunwen Lei

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Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems

Jan 01, 2024
Jintao Song, Wenqi Lu, Yunwen Lei, Yuchao Tang, Zhenkuan Pan, Jinming Duan

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Stability and Generalization for Minibatch SGD and Local SGD

Oct 02, 2023
Yunwen Lei, Tao Sun, Mingrui Liu

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Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks

May 26, 2023
Puyu Wang, Yunwen Lei, Di Wang, Yiming Ying, Ding-Xuan Zhou

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Generalization Analysis for Contrastive Representation Learning

Feb 28, 2023
Yunwen Lei, Tianbao Yang, Yiming Ying, Ding-Xuan Zhou

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Generalization Bounds for Inductive Matrix Completion in Low-noise Settings

Dec 16, 2022
Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft

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On Stability and Generalization of Bilevel Optimization Problem

Oct 05, 2022
Meng Ding, Mingxi Lei, Yunwen Lei, Di Wang, Jinhui Xu

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Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks

Sep 19, 2022
Yunwen Lei, Rong Jin, Yiming Ying

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Stability and Generalization for Markov Chain Stochastic Gradient Methods

Sep 16, 2022
Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou

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Differentially Private Stochastic Gradient Descent with Low-Noise

Sep 09, 2022
Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou

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