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Author ID: ma.shiqian Recent zbMATH articles by "Ma, Shiqian"
Published as: Ma, Shiqian; Ma, Shi-Qian; Ma, ShiQian

Publications by Year

Citations contained in zbMATH Open

39 Publications have been cited 976 times in 750 Documents Cited by Year
Fixed point and Bregman iterative methods for matrix rank minimization. Zbl 1221.65146
Ma, Shiqian; Goldfarb, Donald; Chen, Lifeng
183
2011
Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134
Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng
89
2015
Fast alternating linearization methods for minimizing the sum of two convex functions. Zbl 1280.65051
Goldfarb, Donald; Ma, Shiqian; Scheinberg, Katya
63
2013
A general inertial proximal point algorithm for mixed variational inequality problem. Zbl 1327.65106
Chen, Caihua; Ma, Shiqian; Yang, Junfeng
54
2015
Positive-definite \(\ell_1\)-penalized estimation of large covariance matrices. Zbl 1258.62063
Xue, Lingzhou; Ma, Shiqian; Zou, Hui
48
2012
On the global linear convergence of the ADMM with multiblock variables. Zbl 1333.90095
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
44
2015
On the sublinear convergence rate of multi-block ADMM. Zbl 1323.90052
Lin, Tian-Yi; Ma, Shi-Qian; Zhang, Shu-Zhong
40
2015
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis. Zbl 1411.90274
Jiang, Bo; Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
33
2019
Alternating proximal gradient method for convex minimization. Zbl 1371.65056
Ma, Shiqian
31
2016
Fast multiple-splitting algorithms for convex optimization. Zbl 1254.65075
Goldfarb, Donald; Ma, Shiqian
31
2012
Stochastic quasi-Newton methods for nonconvex stochastic optimization. Zbl 1365.90182
Wang, Xiao; Ma, Shiqian; Goldfarb, Donald; Liu, Wei
29
2017
Convergence of fixed-point continuation algorithms for matrix rank minimization. Zbl 1219.90195
Goldfarb, Donald; Ma, Shiqian
28
2011
Solving multiple-block separable convex minimization problems using two-block alternating direction method of multipliers. Zbl 1332.65080
Wang, Xiangfeng; Hong, Mingyi; Ma, Shiqian; Luo, Zhi-Quan
25
2015
Proximal gradient method for nonsmooth optimization over the Stiefel manifold. Zbl 1434.90195
Chen, Shixiang; Ma, Shiqian; Man-Cho So, Anthony; Zhang, Tong
23
2020
Tensor principal component analysis via convex optimization. Zbl 1312.65008
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
21
2015
Iteration complexity analysis of multi-block ADMM for a family of convex minimization without strong convexity. Zbl 1348.90522
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
19
2016
Alternating direction method of multipliers for real and complex polynomial optimization models. Zbl 1291.90242
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
19
2014
Alternating direction methods for latent variable Gaussian graphical model selection. Zbl 1418.62234
Ma, Shiqian; Xue, Lingzhou; Zou, Hui
19
2013
Accelerated linearized Bregman method. Zbl 1271.65096
Huang, Bo; Ma, Shiqian; Goldfarb, Donald
17
2013
A block successive upper-bound minimization method of multipliers for linearly constrained convex optimization. Zbl 1456.90124
Hong, Mingyi; Chang, Tsung-Hui; Wang, Xiangfeng; Razaviyayn, Meisam; Ma, Shiqian; Luo, Zhi-Quan
17
2020
A smoothing SQP framework for a class of composite \(L_q\) minimization over polyhedron. Zbl 1346.90684
Liu, Ya-Feng; Ma, Shiqian; Dai, Yu-Hong; Zhang, Shuzhong
16
2016
Projected Barzilai-Borwein method for large-scale nonnegative image restoration. Zbl 1202.94077
Wang, Yanfei; Ma, Shiqian
16
2007
Distributed linearized alternating direction method of multipliers for composite convex consensus optimization. Zbl 1390.90420
Aybat, N. S.; Wang, Zi; Lin, Tianyi; Ma, Shiqian
14
2018
An extragradient-based alternating direction method for convex minimization. Zbl 1364.90259
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
13
2017
Global convergence of unmodified 3-block ADMM for a class of convex minimization problems. Zbl 1415.65140
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
13
2018
On the nonergodic convergence rate of an inexact augmented Lagrangian framework for composite convex programming. Zbl 1441.90119
Liu, Ya-Feng; Liu, Xin; Ma, Shiqian
13
2019
Alternating direction method of multipliers for sparse principal component analysis. Zbl 1336.62160
Ma, Shiqian
10
2013
An alternating direction method for total variation denoising. Zbl 1326.94024
Qin, Zhiwei (Tony); Goldfarb, Donald; Ma, Shiqian
9
2015
Joint power and admission control: non-convex \(L_q\) approximation and an effective polynomial time deflation approach. Zbl 1394.94340
Liu, Ya-Feng; Dai, Yu-Hong; Ma, Shiqian
8
2015
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis. Zbl 1469.90165
Zhang, Junyu; Ma, Shiqian; Zhang, Shuzhong
8
2020
Efficient algorithms for robust and stable principal component pursuit problems. Zbl 1320.90057
Aybat, Necdet Serhat; Goldfarb, Donald; Ma, Shiqian
7
2014
Penalty methods with stochastic approximation for stochastic nonlinear programming. Zbl 1360.90180
Wang, Xiao; Ma, Shiqian; Yuan, Ya-Xiang
4
2017
A fast subspace method for image deblurring. Zbl 1175.94030
Wang, Yanfei; Ma, Shiqian
3
2009
An ADMM-based interior-point method for large-scale linear programming. Zbl 1470.90048
Lin, Tianyi; Ma, Shiqian; Ye, Yinyu; Zhang, Shuzhong
3
2021
Robust principal component analysis using facial reduction. Zbl 1452.90252
Ma, Shiqian; Wang, Fei; Wei, Linchuan; Wolkowicz, Henry
2
2020
Applications of gauge duality in robust principal component analysis and semidefinite programming. Zbl 1380.65106
Ma, ShiQian; Yang, JunFeng
1
2016
Robust low-rank matrix completion via an alternating manifold proximal gradient continuation method. Zbl 07591511
Huang, Minhui; Ma, Shiqian; Lai, Lifeng
1
2021
Manifold proximal point algorithms for dual principal component pursuit and orthogonal dictionary learning. Zbl 07591661
Chen, Shixiang; Deng, Zengde; Ma, Shiqian; So, Anthony Man-Cho
1
2021
Accelerated dual-averaging primal-dual method for composite convex minimization. Zbl 1454.90059
Tan, Conghui; Qian, Yuqiu; Ma, Shiqian; Zhang, Tong
1
2020
An ADMM-based interior-point method for large-scale linear programming. Zbl 1470.90048
Lin, Tianyi; Ma, Shiqian; Ye, Yinyu; Zhang, Shuzhong
3
2021
Robust low-rank matrix completion via an alternating manifold proximal gradient continuation method. Zbl 07591511
Huang, Minhui; Ma, Shiqian; Lai, Lifeng
1
2021
Manifold proximal point algorithms for dual principal component pursuit and orthogonal dictionary learning. Zbl 07591661
Chen, Shixiang; Deng, Zengde; Ma, Shiqian; So, Anthony Man-Cho
1
2021
Proximal gradient method for nonsmooth optimization over the Stiefel manifold. Zbl 1434.90195
Chen, Shixiang; Ma, Shiqian; Man-Cho So, Anthony; Zhang, Tong
23
2020
A block successive upper-bound minimization method of multipliers for linearly constrained convex optimization. Zbl 1456.90124
Hong, Mingyi; Chang, Tsung-Hui; Wang, Xiangfeng; Razaviyayn, Meisam; Ma, Shiqian; Luo, Zhi-Quan
17
2020
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis. Zbl 1469.90165
Zhang, Junyu; Ma, Shiqian; Zhang, Shuzhong
8
2020
Robust principal component analysis using facial reduction. Zbl 1452.90252
Ma, Shiqian; Wang, Fei; Wei, Linchuan; Wolkowicz, Henry
2
2020
Accelerated dual-averaging primal-dual method for composite convex minimization. Zbl 1454.90059
Tan, Conghui; Qian, Yuqiu; Ma, Shiqian; Zhang, Tong
1
2020
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis. Zbl 1411.90274
Jiang, Bo; Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
33
2019
On the nonergodic convergence rate of an inexact augmented Lagrangian framework for composite convex programming. Zbl 1441.90119
Liu, Ya-Feng; Liu, Xin; Ma, Shiqian
13
2019
Distributed linearized alternating direction method of multipliers for composite convex consensus optimization. Zbl 1390.90420
Aybat, N. S.; Wang, Zi; Lin, Tianyi; Ma, Shiqian
14
2018
Global convergence of unmodified 3-block ADMM for a class of convex minimization problems. Zbl 1415.65140
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
13
2018
Stochastic quasi-Newton methods for nonconvex stochastic optimization. Zbl 1365.90182
Wang, Xiao; Ma, Shiqian; Goldfarb, Donald; Liu, Wei
29
2017
An extragradient-based alternating direction method for convex minimization. Zbl 1364.90259
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
13
2017
Penalty methods with stochastic approximation for stochastic nonlinear programming. Zbl 1360.90180
Wang, Xiao; Ma, Shiqian; Yuan, Ya-Xiang
4
2017
Alternating proximal gradient method for convex minimization. Zbl 1371.65056
Ma, Shiqian
31
2016
Iteration complexity analysis of multi-block ADMM for a family of convex minimization without strong convexity. Zbl 1348.90522
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
19
2016
A smoothing SQP framework for a class of composite \(L_q\) minimization over polyhedron. Zbl 1346.90684
Liu, Ya-Feng; Ma, Shiqian; Dai, Yu-Hong; Zhang, Shuzhong
16
2016
Applications of gauge duality in robust principal component analysis and semidefinite programming. Zbl 1380.65106
Ma, ShiQian; Yang, JunFeng
1
2016
Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134
Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng
89
2015
A general inertial proximal point algorithm for mixed variational inequality problem. Zbl 1327.65106
Chen, Caihua; Ma, Shiqian; Yang, Junfeng
54
2015
On the global linear convergence of the ADMM with multiblock variables. Zbl 1333.90095
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
44
2015
On the sublinear convergence rate of multi-block ADMM. Zbl 1323.90052
Lin, Tian-Yi; Ma, Shi-Qian; Zhang, Shu-Zhong
40
2015
Solving multiple-block separable convex minimization problems using two-block alternating direction method of multipliers. Zbl 1332.65080
Wang, Xiangfeng; Hong, Mingyi; Ma, Shiqian; Luo, Zhi-Quan
25
2015
Tensor principal component analysis via convex optimization. Zbl 1312.65008
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
21
2015
An alternating direction method for total variation denoising. Zbl 1326.94024
Qin, Zhiwei (Tony); Goldfarb, Donald; Ma, Shiqian
9
2015
Joint power and admission control: non-convex \(L_q\) approximation and an effective polynomial time deflation approach. Zbl 1394.94340
Liu, Ya-Feng; Dai, Yu-Hong; Ma, Shiqian
8
2015
Alternating direction method of multipliers for real and complex polynomial optimization models. Zbl 1291.90242
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
19
2014
Efficient algorithms for robust and stable principal component pursuit problems. Zbl 1320.90057
Aybat, Necdet Serhat; Goldfarb, Donald; Ma, Shiqian
7
2014
Fast alternating linearization methods for minimizing the sum of two convex functions. Zbl 1280.65051
Goldfarb, Donald; Ma, Shiqian; Scheinberg, Katya
63
2013
Alternating direction methods for latent variable Gaussian graphical model selection. Zbl 1418.62234
Ma, Shiqian; Xue, Lingzhou; Zou, Hui
19
2013
Accelerated linearized Bregman method. Zbl 1271.65096
Huang, Bo; Ma, Shiqian; Goldfarb, Donald
17
2013
Alternating direction method of multipliers for sparse principal component analysis. Zbl 1336.62160
Ma, Shiqian
10
2013
Positive-definite \(\ell_1\)-penalized estimation of large covariance matrices. Zbl 1258.62063
Xue, Lingzhou; Ma, Shiqian; Zou, Hui
48
2012
Fast multiple-splitting algorithms for convex optimization. Zbl 1254.65075
Goldfarb, Donald; Ma, Shiqian
31
2012
Fixed point and Bregman iterative methods for matrix rank minimization. Zbl 1221.65146
Ma, Shiqian; Goldfarb, Donald; Chen, Lifeng
183
2011
Convergence of fixed-point continuation algorithms for matrix rank minimization. Zbl 1219.90195
Goldfarb, Donald; Ma, Shiqian
28
2011
A fast subspace method for image deblurring. Zbl 1175.94030
Wang, Yanfei; Ma, Shiqian
3
2009
Projected Barzilai-Borwein method for large-scale nonnegative image restoration. Zbl 1202.94077
Wang, Yanfei; Ma, Shiqian
16
2007
all top 5

Cited by 1,344 Authors

24 Ma, Shiqian
18 Shehu, Yekini
18 Zhang, Shuzhong
16 Han, Deren
16 Wen, Zaiwen
13 Jiang, Bo
12 Dương Việt Thông
12 Goldfarb, Donald
12 Mewomo, Oluwatosin Temitope
11 Jian, Jinbao
11 Jolaoso, Lateef Olakunle O.
10 Wang, Yanfei
10 Xu, Yangyang
10 Yin, Wotao
9 Cai, Xingju
9 Dang Van Hieu
9 Dong, Qiaoli
9 Ma, Feng
8 Liu, Sanyang
7 Cho, Yeol Je
7 He, Hongjin
7 Iyiola, Olaniyi Samuel
7 Li, Min
7 Li, Zhening
7 Lin, Tianyi
7 Lu, Zhaosong
7 Tran Dinh Quoc
7 Yang, Yuning
6 Alakoya, Timilehin Opeyemi
6 Cholamjiak, Prasit
6 Deng, Zhao
6 Huang, Ting-Zhu
6 Huang, Zheng-Hai
6 Lan, Guanghui
6 Liu, Pengjie
6 Liu, Xin
6 Melo, Jefferson G.
6 Ni, Mingfang
6 Sun, Defeng
6 Toh, Kim Chuan
6 Yuan, Xiaoming
6 Zhang, Hongchao
5 Bai, Jianchao
5 Boţ, Radu Ioan
5 Chao, Miantao
5 Chen, Yunmei
5 Dai, Yu-Hong
5 Huang, Yakui
5 Ji, Teng-Yu
5 Jin, Zhengfen
5 Liu, Xinwei
5 Monteiro, Renato D. C.
5 Ng, Michael Kwok-Po
5 Ouyang, Yuyuan
5 Wei, Ke
5 Wu, Zhongming
5 Xiao, Yunhai
5 Xiu, Naihua
5 Yu, Zhanke
5 Yuan, Ya-xiang
5 Zhao, Xile
4 Aybat, Necdet Serhat
4 Chen, Caihua
4 Chen, Xiaojun
4 Cheng, Lizhi
4 Csetnek, Ernö Robert
4 Fang, Yaping
4 Gonçalves, Max L. N.
4 Hong, Mingyi
4 Hu, Rong
4 Kang, Xiaoning
4 Kanzow, Christian
4 Kong, Lingchen
4 Li, Huan
4 Li, Jicheng
4 Li, Song
4 Li, Xiaohuan
4 Lin, Zhouchen
4 Luo, Zhi-Quan
4 Ma, Guodong
4 Ma, Tian-Hui
4 Osher, Stanley Joel
4 Scheinberg, Katya
4 Sun, Min
4 Sun, Tao
4 Taiwo, Adeolu
4 Wang, Kai
4 Wang, Yiju
4 Wen, Youwei
4 Xu, Fangfang
4 Xu, Fengmin
4 Xue, Lingzhou
4 Yang, Junfeng
4 Yin, Jianghua
4 Zhou, Guanglu
3 Alves, M. Marques
3 Ames, Brendan P. W.
3 Bi, Shujun
3 Boyd, Stephen Poythress
3 Cai, Jian-Feng
...and 1,244 more Authors
all top 5

Cited in 167 Serials

56 Computational Optimization and Applications
48 SIAM Journal on Optimization
40 Journal of Scientific Computing
25 Mathematical Programming. Series A. Series B
24 Journal of Computational and Applied Mathematics
22 Optimization
20 Journal of Optimization Theory and Applications
20 Journal of Global Optimization
19 Numerical Algorithms
18 Optimization Methods & Software
18 Journal of the Operations Research Society of China
14 Journal of Industrial and Management Optimization
12 Journal of Inequalities and Applications
11 Advances in Computational Mathematics
10 Information Sciences
10 Optimization Letters
10 Science China. Mathematics
9 Applied Mathematics and Computation
9 Computational Statistics and Data Analysis
9 Mathematical Problems in Engineering
9 Foundations of Computational Mathematics
9 Journal of Machine Learning Research (JMLR)
9 SIAM Journal on Imaging Sciences
8 SIAM Journal on Scientific Computing
8 Inverse Problems and Imaging
7 Calcolo
7 International Journal of Computer Mathematics
7 Computational and Applied Mathematics
7 Journal of Fixed Point Theory and Applications
7 Mathematical Programming Computation
6 Automatica
6 SIAM Journal on Matrix Analysis and Applications
6 Multidimensional Systems and Signal Processing
6 Applied Mathematical Modelling
5 Computers & Mathematics with Applications
5 Mathematics of Computation
5 Mathematics of Operations Research
5 Neural Computation
5 Journal of Mathematical Imaging and Vision
5 Journal of Applied Mathematics and Computing
4 The Annals of Statistics
4 Journal of the American Statistical Association
4 Numerical Functional Analysis and Optimization
4 Applied Numerical Mathematics
4 Neural Networks
4 International Journal of Computer Vision
3 Inverse Problems
3 Linear and Multilinear Algebra
3 Journal of Econometrics
3 Journal of Multivariate Analysis
3 SIAM Journal on Numerical Analysis
3 Asia-Pacific Journal of Operational Research
3 Annals of Operations Research
3 Machine Learning
3 Journal of Statistical Computation and Simulation
3 Linear Algebra and its Applications
3 Applied and Computational Harmonic Analysis
3 Journal of Inverse and Ill-Posed Problems
3 Journal of Applied Statistics
3 Analysis and Applications (Singapore)
3 Inverse Problems in Science and Engineering
3 Frontiers of Mathematics in China
3 Journal of Applied Analysis and Computation
3 SIAM Journal on Mathematics of Data Science
2 The Canadian Journal of Statistics
2 Journal of Computational Physics
2 Applied Mathematics and Optimization
2 Demonstratio Mathematica
2 Operations Research
2 Rendiconti del Circolo Matemàtico di Palermo. Serie II
2 Results in Mathematics
2 Systems & Control Letters
2 Circuits, Systems, and Signal Processing
2 Acta Mathematicae Applicatae Sinica. English Series
2 Signal Processing
2 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
2 European Journal of Operational Research
2 Numerical Linear Algebra with Applications
2 ETNA. Electronic Transactions on Numerical Analysis
2 Bernoulli
2 Abstract and Applied Analysis
2 Acta Mathematica Sinica. English Series
2 Optimization and Engineering
2 Acta Mathematica Scientia. Series B. (English Edition)
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Advances in Data Analysis and Classification. ADAC
2 Advances in Applied Mathematics and Mechanics
2 Numerical Algebra, Control and Optimization
2 Journal of Function Spaces
1 Applicable Analysis
1 International Journal of Control
1 Journal of the Franklin Institute
1 Psychometrika
1 Archivum Mathematicum
1 Biometrics
1 Commentationes Mathematicae Universitatis Carolinae
1 International Statistical Review
1 Kybernetika
1 Numerische Mathematik
1 SIAM Journal on Control and Optimization
...and 67 more Serials

Citations by Year