Shixiang Chen
Shixiang Chen
Postdoctoral Associate, Texas A&M University
Verified email at tamu.edu
Title
Cited by
Cited by
Year
Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold
S Chen, S Ma, AMC So, T Zhang
SIAM Journal on Optimization, 2020, 2020
26*2020
Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods
X Li, S Chen, Z Deng, Q Qu, Z Zhu, AMC So
arXiv, arXiv: 1911.05047, 2019
12*2019
An Alternating Manifold Proximal Gradient Method for Sparse Principal Component Analysis and Sparse Canonical Correlation Analysis
S Chen, S Ma, L Xue, H Zou
Informs Journal on Optimization 2 (3), 192-208, 2020
10*2020
Geometric descent method for convex composite minimization
S Chen, S Ma, W Liu
Advances in Neural Information Processing Systems, 636-644, 2017
62017
Manifold proximal point algorithms for dual principal component pursuit and orthogonal dictionary learning
S Chen, Z Deng, S Ma, AMC So
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 259-263, 2019
42019
A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis
Z Wang, B Liu, S Chen, S Ma, L Xue, H Zhao
arXiv preprint arXiv:2007.09524, 2020
2020
Distributed Projected Subgradient Method for Weakly Convex Optimization
S Chen, A Garcia, S Shahrampour
arXiv preprint arXiv:2004.13233, 2020
2020
First-Order Algorithms for Structured Optimization: Convergence, Complexity and Applications
S Chen
The Chinese University of Hong Kong (Hong Kong), 2019
2019
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Articles 1–8