7 paper(s) uploaded by JinshanZeng.

Index Title Upload Time Modified Time
1

Linear convergence of adaptively iterative thresholding algorithms for compressed sensing

Yu Wang Xi'an Jiaotong University Jinshan Zeng Xi'an Jiaotong University Zhimin Peng UCLA Xiangyu Chang Xi'an Jiaotong University Zongben Xu Xi'an Jiaotong University

Optimization and Control mathscidoc:1701.27011

Best Paper Award in 2018

[ Download ] [ 2017-01-26 17:34:15 uploaded by JinshanZeng ] [ 1098 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-01-26 17:34:15 2017-01-26 17:34:56
2

Sparse regularization: convergence of iterative jumping thresholding algorithm

Jinshan Zeng Jiangxi Normal University Shaobo Lin Wenzhou University Zongben Xu Xi'an Jiaotong University

Optimization and Control mathscidoc:1701.27012

[ Download ] [ 2017-01-26 17:37:43 uploaded by JinshanZeng ] [ 1237 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-01-26 17:37:43 -
3

Global Convergence of ADMM in Nonconvex Nonsmooth Optimization

Yu Wang University of California, Berkeley Wotao Yin University of California, Los Angeles Jinshan Zeng Jiangxi Normal University

Optimization and Control mathscidoc:1903.27001

Journal of Scientific Computing, 78, 2019.1
[ Download ] [ 2019-03-19 20:13:08 uploaded by JinshanZeng ] [ 1320 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-03-19 20:13:08 -
4

On Nonconvex Decentralized Gradient Descent

Jinshan Zeng Jiangxi Normal University Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:1903.27002

IEEE Transactions on Signal Processing, 66, (11), 2018.6
[ Download ] [ 2019-03-19 20:18:02 uploaded by JinshanZeng ] [ 844 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-03-19 20:18:02 2019-03-19 20:19:04
5

Constructive Neural Network Learning

Shaobo Lin Wenzhou University Jinshan Zeng Jiangxi Normal University Xiaoqin Zhang Wenzhou University

Machine Learning mathscidoc:1903.41001

IEEE Transactions on Cybernetics, 49, (1), 2019.1
[ Download ] [ 2019-03-19 20:25:11 uploaded by JinshanZeng ] [ 874 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-03-19 20:25:11 -
6

On Global Linear Convergence in Stochastic Nonconvex Optimization for Semidefinite Programming

Jinshan Zeng Jiangxi Normal University Ke Ma Institute of Information Engineering, Chinese Academy of Sciences Yuan Yao Hong Kong University of Science and Technology

Machine Learning mathscidoc:2004.41002

Distinguished Paper Award in 2020

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 67, (16), 4261-4275, 2019.8
[ Download ] [ 2020-04-27 09:53:32 uploaded by JinshanZeng ] [ 1133 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2020-04-27 09:53:32 -
7

On ADMM in Deep Learning: Convergence and Saturation-Avoidance

Jinshan Zeng Jiangxi Normal University Shao-Bo Lin Xi'an Jiaotong University Yuan Yao Hong Kong University of Science and Technology Ding-Xuan Zhou City University of Hong Kong

Machine Learning mathscidoc:2110.41001

Journal of Machine Learning Research, 22, (199), 1-67, 2021.9
[ Download ] [ 2021-10-21 15:27:03 uploaded by JinshanZeng ] [ 1030 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2021-10-21 15:27:03 -
 
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