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Wenqing Hu

The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation

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Jun 18, 2019
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Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent

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Jan 18, 2019
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On the diffusion approximation of nonconvex stochastic gradient descent

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Mar 03, 2018
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FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification

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Apr 25, 2017
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Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis

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Oct 19, 2016
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