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SGD Distributional Dynamics of Three Layer Neural Networks

Dec 30, 2020
Victor Luo, Yazhen Wang, Glenn Fung


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Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration

Oct 06, 2020
Yuchen Zhou, Anru R. Zhang, Lili Zheng, Yazhen Wang


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How Many Factors Influence Minima in SGD?

Sep 24, 2020
Victor Luo, Yazhen Wang


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Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms

Mar 14, 2018
Yazhen Wang

* 102 pages 2 figure2 

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