Yongfeng Li
Yongfeng Li
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A regularized semi-smooth Newton method with projection steps for composite convex programs
X Xiao, Y Li, Z Wen, L Zhang
Journal of Scientific Computing, 1-26, 2018
Sketch-based empirical natural gradient methods for deep learning
M Yang, D Xu, Z Wen, M Chen, P Xu
Journal of Scientific Computing 92 (3), 94, 2022
A SemiSmooth Newton Method for Semidefinite Programs and its Applications in Electronic Structure Calculations
Y Li, Z Wen, C Yang, Y Yuan
SIAM Journal on Scientific Computing 40 (6), A4131-A4157, 2018
A stochastic trust-region framework for policy optimization
M Zhao, Y Li, Z Wen
arXiv preprint arXiv:1911.11640, 2019
Low-rank matrix iteration using polynomial-filtered subspace extraction
Y Li, H Liu, Z Wen, Y Yuan
SIAM Journal on Scientific Computing 42 (3), A1686-A1713, 2020
A stochastic composite augmented Lagrangian method for reinforcement learning
Y Li, M Zhao, W Chen, Z Wen
SIAM Journal on Optimization 33 (2), 921-949, 2023
Structured Stochastic Quasi-Newton Methods for Large-Scale Optimization Problems
M Yang, D Xu, Y Li, Z Wen, M Chen
arXiv e-prints, arXiv: 2006.09606, 2020
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