Zheng Shi

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authored 4 papers almost 2 years ago

Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information

Paper • 2109.05198 • Published Sep 11, 2021

FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods

Paper • 1910.12680 • Published Oct 28, 2019

AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradient Methods

Paper • 2102.09700 • Published Feb 19, 2021

Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations

Paper • 2006.01892 • Published Jun 2, 2020