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## Ma, Shiqian

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 Author ID: ma.shiqian Published as: Ma, Shiqian; Ma, S.; Ma, Shi-Qian; Ma, ShiQian
 Documents Indexed: 43 Publications since 1995
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#### Co-Authors

 2 single-authored 11 Zhang, Shuzhong 8 Goldfarb, Donald 8 Lin, Tianyi 3 Jiang, Bo 3 Liu, Yafeng 3 Wang, Yanfei 3 Yang, Junfeng 2 Aybat, Necdet Serhat 2 Chen, Caihua 2 Dai, Yu-Hong 2 Hong, Mingyi 2 Luo, Zhi-Quan 2 Wang, Xiangfeng 2 Wang, Xiao 2 Xue, Lingzhou 2 Zou, Hui 1 Chan, Raymond Hon-Fu 1 Chang, Tsung-Hui 1 Chen, Lifeng 1 Chen, Shixiang 1 Coulomb, Jean-Louis 1 Huang, Bo 1 Li, Zhening 1 Ma, Qinghua 1 Maréchal, Yves 1 Qian, Yuqiu 1 Qin, Zhiwei 1 Razaviyayn, Meisam 1 Scheinberg, Katya 1 So, Anthony Man-Cho 1 Tan, Conghui 1 Wang, Junhui 1 Wang, Zi 1 Wei, Linchuan 1 Wolkowicz, Henry 1 Yang, Lei 1 Ye, Yinyu 1 Yuan, Ya-xiang 1 Zhang, Junyu 1 Zhang, Shuzong
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#### Serials

 5 Mathematical Programming. Series A. Series B 5 SIAM Journal on Optimization 4 Journal of Scientific Computing 3 Optimization Methods & Software 2 Mathematics of Operations Research 2 Computational Optimization and Applications 2 Foundations of Computational Mathematics 2 Pacific Journal of Optimization 2 Journal of the Operations Research Society of China 1 Mathematics of Computation 1 Applied Mathematics and Computation 1 IEEE Transactions on Automatic Control 1 Journal of the American Statistical Association 1 Journal of Computational Mathematics 1 Optimization 1 Neural Computation 1 IEEE Transactions on Signal Processing 1 International Journal of Computer Mathematics 1 Advances in Engineering Software 1 Optimization and Engineering 1 Stochastics 1 Inverse Problems in Science and Engineering 1 SIAM Journal on Imaging Sciences 1 Science China. Mathematics
all top 5

#### Fields

 36 Operations research, mathematical programming (90-XX) 17 Numerical analysis (65-XX) 8 Statistics (62-XX) 6 Information and communication theory, circuits (94-XX) 5 Computer science (68-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 2 Probability theory and stochastic processes (60-XX) 2 Biology and other natural sciences (92-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX)

#### Citations contained in zbMATH Open

32 Publications have been cited 666 times in 522 Documents Cited by Year
Fixed point and Bregman iterative methods for matrix rank minimization. Zbl 1221.65146
Ma, Shiqian; Goldfarb, Donald; Chen, Lifeng
2011
Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134
Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng
2015
Fast alternating linearization methods for minimizing the sum of two convex functions. Zbl 1280.65051
Goldfarb, Donald; Ma, Shiqian; Scheinberg, Katya
2013
A general inertial proximal point algorithm for mixed variational inequality problem. Zbl 1327.65106
Chen, Caihua; Ma, Shiqian; Yang, Junfeng
2015
Positive-definite $$\ell_1$$-penalized estimation of large covariance matrices. Zbl 1258.62063
Xue, Lingzhou; Ma, Shiqian; Zou, Hui
2012
On the sublinear convergence rate of multi-block ADMM. Zbl 1323.90052
Lin, Tian-Yi; Ma, Shi-Qian; Zhang, Shu-Zhong
2015
On the global linear convergence of the ADMM with multiblock variables. Zbl 1333.90095
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
2015
Convergence of fixed-point continuation algorithms for matrix rank minimization. Zbl 1219.90195
Goldfarb, Donald; Ma, Shiqian
2011
Fast multiple-splitting algorithms for convex optimization. Zbl 1254.65075
Goldfarb, Donald; Ma, Shiqian
2012
Alternating proximal gradient method for convex minimization. Zbl 1371.65056
Ma, Shiqian
2016
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
2015
Alternating direction method of multipliers for real and complex polynomial optimization models. Zbl 1291.90242
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
2014
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
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
2016
Projected Barzilai-Borwein method for large-scale nonnegative image restoration. Zbl 1202.94077
Wang, Yanfei; Ma, Shiqian
2007
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis. Zbl 1411.90274
Jiang, Bo; Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
2019
Stochastic quasi-Newton methods for nonconvex stochastic optimization. Zbl 1365.90182
Wang, Xiao; Ma, Shiqian; Goldfarb, Donald; Liu, Wei
2017
Accelerated linearized Bregman method. Zbl 1271.65096
Huang, Bo; Ma, Shiqian; Goldfarb, Donald
2013
Alternating direction methods for latent variable Gaussian graphical model selection. Zbl 1418.62234
Ma, Shiqian; Xue, Lingzhou; Zou, Hui
2013
Tensor principal component analysis via convex optimization. Zbl 1312.65008
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
2015
Global convergence of unmodified 3-block ADMM for a class of convex minimization problems. Zbl 1415.65140
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
2018
An extragradient-based alternating direction method for convex minimization. Zbl 1364.90259
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
2017
Alternating direction method of multipliers for sparse principal component analysis. Zbl 1336.62160
Ma, Shiqian
2013
Distributed linearized alternating direction method of multipliers for composite convex consensus optimization. Zbl 1390.90420
Aybat, N. S.; Wang, Zi; Lin, Tianyi; Ma, Shiqian
2018
An alternating direction method for total variation denoising. Zbl 1326.94024
Qin, Zhiwei (Tony); Goldfarb, Donald; Ma, Shiqian
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
2015
Efficient algorithms for robust and stable principal component pursuit problems. Zbl 1320.90057
Aybat, Necdet Serhat; Goldfarb, Donald; Ma, Shiqian
2014
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
2019
A fast subspace method for image deblurring. Zbl 1175.94030
Wang, Yanfei; Ma, Shiqian
2009
Proximal gradient method for nonsmooth optimization over the Stiefel manifold. Zbl 1434.90195
Chen, Shixiang; Ma, Shiqian; Man-Cho So, Anthony; Zhang, Tong
2020
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis. Zbl 1469.90165
Zhang, Junyu; Ma, Shiqian; Zhang, Shuzhong
2020
Penalty methods with stochastic approximation for stochastic nonlinear programming. Zbl 1360.90180
Wang, Xiao; Ma, Shiqian; Yuan, Ya-Xiang
2017
Proximal gradient method for nonsmooth optimization over the Stiefel manifold. Zbl 1434.90195
Chen, Shixiang; Ma, Shiqian; Man-Cho So, Anthony; Zhang, Tong
2020
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis. Zbl 1469.90165
Zhang, Junyu; Ma, Shiqian; Zhang, Shuzhong
2020
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis. Zbl 1411.90274
Jiang, Bo; Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
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
2019
Global convergence of unmodified 3-block ADMM for a class of convex minimization problems. Zbl 1415.65140
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
2018
Distributed linearized alternating direction method of multipliers for composite convex consensus optimization. Zbl 1390.90420
Aybat, N. S.; Wang, Zi; Lin, Tianyi; Ma, Shiqian
2018
Stochastic quasi-Newton methods for nonconvex stochastic optimization. Zbl 1365.90182
Wang, Xiao; Ma, Shiqian; Goldfarb, Donald; Liu, Wei
2017
An extragradient-based alternating direction method for convex minimization. Zbl 1364.90259
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
2017
Penalty methods with stochastic approximation for stochastic nonlinear programming. Zbl 1360.90180
Wang, Xiao; Ma, Shiqian; Yuan, Ya-Xiang
2017
Alternating proximal gradient method for convex minimization. Zbl 1371.65056
Ma, Shiqian
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
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
2016
Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134
Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng
2015
A general inertial proximal point algorithm for mixed variational inequality problem. Zbl 1327.65106
Chen, Caihua; Ma, Shiqian; Yang, Junfeng
2015
On the sublinear convergence rate of multi-block ADMM. Zbl 1323.90052
Lin, Tian-Yi; Ma, Shi-Qian; Zhang, Shu-Zhong
2015
On the global linear convergence of the ADMM with multiblock variables. Zbl 1333.90095
Lin, Tianyi; Ma, Shiqian; Zhang, Shuzhong
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
2015
Tensor principal component analysis via convex optimization. Zbl 1312.65008
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
2015
An alternating direction method for total variation denoising. Zbl 1326.94024
Qin, Zhiwei (Tony); Goldfarb, Donald; Ma, Shiqian
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
2015
Alternating direction method of multipliers for real and complex polynomial optimization models. Zbl 1291.90242
Jiang, Bo; Ma, Shiqian; Zhang, Shuzhong
2014
Efficient algorithms for robust and stable principal component pursuit problems. Zbl 1320.90057
Aybat, Necdet Serhat; Goldfarb, Donald; Ma, Shiqian
2014
Fast alternating linearization methods for minimizing the sum of two convex functions. Zbl 1280.65051
Goldfarb, Donald; Ma, Shiqian; Scheinberg, Katya
2013
Accelerated linearized Bregman method. Zbl 1271.65096
Huang, Bo; Ma, Shiqian; Goldfarb, Donald
2013
Alternating direction methods for latent variable Gaussian graphical model selection. Zbl 1418.62234
Ma, Shiqian; Xue, Lingzhou; Zou, Hui
2013
Alternating direction method of multipliers for sparse principal component analysis. Zbl 1336.62160
Ma, Shiqian
2013
Positive-definite $$\ell_1$$-penalized estimation of large covariance matrices. Zbl 1258.62063
Xue, Lingzhou; Ma, Shiqian; Zou, Hui
2012
Fast multiple-splitting algorithms for convex optimization. Zbl 1254.65075
Goldfarb, Donald; Ma, Shiqian
2012
Fixed point and Bregman iterative methods for matrix rank minimization. Zbl 1221.65146
Ma, Shiqian; Goldfarb, Donald; Chen, Lifeng
2011
Convergence of fixed-point continuation algorithms for matrix rank minimization. Zbl 1219.90195
Goldfarb, Donald; Ma, Shiqian
2011
A fast subspace method for image deblurring. Zbl 1175.94030
Wang, Yanfei; Ma, Shiqian
2009
Projected Barzilai-Borwein method for large-scale nonnegative image restoration. Zbl 1202.94077
Wang, Yanfei; Ma, Shiqian
2007
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#### Cited by 938 Authors

 25 Ma, Shiqian 18 Zhang, Shuzhong 12 Dương Việt Thông 11 Goldfarb, Donald 11 Jiang, Bo 10 Han, Deren 10 Shehu, Yekini 10 Wen, Zaiwen 9 Dang Van Hieu 9 Ma, Feng 9 Wang, Yanfei 9 Yin, Wotao 8 Cai, Xingju 8 Dong, Qiaoli 8 Liu, Sanyang 8 Xu, Yangyang 7 Cho, Yeol Je 7 Lin, Tianyi 6 Huang, Ting-Zhu 6 Melo, Jefferson G. 6 Mewomo, Oluwatosin Temitope 6 Ni, Mingfang 6 Tran Dinh Quoc 6 Yuan, Xiaoming 5 Aybat, Necdet Serhat 5 Boţ, Radu Ioan 5 Chen, Yunmei 5 Cholamjiak, Prasit 5 He, Hongjin 5 Huang, Zheng-Hai 5 Ji, Teng-Yu 5 Jolaoso, Lateef Olakunle 5 Li, Zhening 5 Lu, Zhaosong 5 Sun, Defeng 5 Xiu, Naihua 5 Yu, Zhanke 5 Zhao, Xile 4 Chen, Caihua 4 Cheng, Lizhi 4 Csetnek, Ernö Robert 4 Deng, Zhao 4 Gonçalves, Max L. N. 4 Iyiola, Olaniyi Samuel 4 Kong, Lingchen 4 Lan, Guanghui 4 Li, Huan 4 Li, Min 4 Li, Song 4 Li, Xiaohuan 4 Lin, Zhouchen 4 Ma, Tian-Hui 4 Ouyang, Yuyuan 4 Sun, Tao 4 Toh, Kimchuan 4 Wei, Ke 4 Wu, Zhongming 4 Xu, Fengmin 4 Zhang, Hongchao 3 Alakoya, Timilehin Opeyemi 3 Bai, Jianchao 3 Bi, Shujun 3 Boyd, Stephen Poythress 3 Cai, Jian-Feng 3 Cai, Yun 3 Cevher, Volkan 3 Chan, Tony Fan-Cheong 3 Chang, Xiaokai 3 Dai, Yu-Hong 3 Deng, Liangjian 3 Gao, Xiang 3 Han, Le 3 Hong, Mingyi 3 Huai, Kaizhan 3 Huang, Yakui 3 Jia, ZeHui 3 Li, Jicheng 3 Li, Yufan 3 Liu, Xin 3 Liu, Xinwei 3 Luo, Zhi-Quan 3 Mitchell, John E. 3 Monteiro, Renato D. C. 3 Nimana, Nimit 3 Osher, Stanley Joel 3 Pang, Liping 3 Pasiliao, Eduardo jun. 3 Peng, Dingtao 3 Recht, Benjamin 3 Scheinberg, Katya 3 Shang, Fanhua 3 So, Anthony Man-Cho 3 Sun, Min 3 Taiwo, Adeolu 3 Vinh, Nguyen The 3 Wang, Chuanlong 3 Wang, Kai 3 Wang, Xiao 3 Wright, Stephen J. 3 Xiao, Yunhai ...and 838 more Authors
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#### Cited in 125 Serials

 45 Computational Optimization and Applications 32 SIAM Journal on Optimization 28 Journal of Scientific Computing 21 Mathematical Programming. Series A. Series B 18 Optimization 16 Numerical Algorithms 15 Journal of Optimization Theory and Applications 13 Journal of Computational and Applied Mathematics 12 Optimization Methods & Software 12 Journal of the Operations Research Society of China 11 Journal of Global Optimization 9 Advances in Computational Mathematics 9 Science China. Mathematics 8 Foundations of Computational Mathematics 8 Journal of Machine Learning Research (JMLR) 8 Journal of Industrial and Management Optimization 8 Optimization Letters 8 Inverse Problems and Imaging 7 Applied Mathematics and Computation 7 Information Sciences 7 Computational Statistics and Data Analysis 7 Mathematical Problems in Engineering 7 Journal of Fixed Point Theory and Applications 6 Multidimensional Systems and Signal Processing 6 SIAM Journal on Scientific Computing 5 Computers & Mathematics with Applications 5 Calcolo 5 SIAM Journal on Matrix Analysis and Applications 5 Neural Computation 5 Journal of Mathematical Imaging and Vision 5 Journal of Inequalities and Applications 5 Mathematical Programming Computation 4 Journal of the American Statistical Association 4 Applied Mathematical Modelling 4 International Journal of Computer Vision 4 Computational and Applied Mathematics 4 SIAM Journal on Imaging Sciences 3 Mathematics of Computation 3 Mathematics 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 Analysis and Applications (Singapore) 3 Inverse Problems in Science and Engineering 3 Frontiers of Mathematics in China 3 Journal of Applied Analysis and Computation 2 Inverse Problems 2 Linear and Multilinear Algebra 2 Automatica 2 Demonstratio Mathematica 2 Journal of Econometrics 2 Journal of Multivariate Analysis 2 Results in Mathematics 2 SIAM Journal on Numerical Analysis 2 Circuits, Systems, and Signal Processing 2 Acta Mathematicae Applicatae Sinica. English Series 2 Asia-Pacific Journal of Operational Research 2 Neural Networks 2 Signal Processing 2 Annals of Operations Research 2 European Journal of Operational Research 2 International Journal of Computer Mathematics 2 Numerical Linear Algebra with Applications 2 Journal of Inverse and Ill-Posed Problems 2 ETNA. Electronic Transactions on Numerical Analysis 2 Bernoulli 2 Abstract and Applied Analysis 2 Journal of Applied Mathematics and Computing 2 International Journal of Wavelets, Multiresolution and Information Processing 2 Numerical Algebra, Control and Optimization 2 SIAM Journal on Mathematics of Data Science 1 The Canadian Journal of Statistics 1 International Journal of Control 1 The Annals of Statistics 1 Applied Mathematics and Optimization 1 Numerical Functional Analysis and Optimization 1 Numerische Mathematik 1 Operations Research 1 SIAM Journal on Control and Optimization 1 Systems & Control Letters 1 Applied Mathematics and Mechanics. (English Edition) 1 Acta Applicandae Mathematicae 1 Applied Mathematics Letters 1 Japan Journal of Industrial and Applied Mathematics 1 M$$^3$$AS. Mathematical Models & Methods in Applied Sciences 1 Computational Statistics 1 Pattern Recognition 1 Indagationes Mathematicae. New Series 1 Applied Mathematics. Series B (English Edition) 1 INFORMS Journal on Computing 1 Journal of Nonparametric Statistics 1 Vietnam Journal of Mathematics 1 Soft Computing 1 Data Mining and Knowledge Discovery 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 New Journal of Physics 1 Optimization and Engineering 1 RAIRO. Operations Research ...and 25 more Serials
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#### Cited in 28 Fields

 337 Operations research, mathematical programming (90-XX) 246 Numerical analysis (65-XX) 71 Linear and multilinear algebra; matrix theory (15-XX) 68 Computer science (68-XX) 65 Information and communication theory, circuits (94-XX) 58 Calculus of variations and optimal control; optimization (49-XX) 58 Statistics (62-XX) 56 Operator theory (47-XX) 10 Systems theory; control (93-XX) 9 Geophysics (86-XX) 9 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Biology and other natural sciences (92-XX) 5 Combinatorics (05-XX) 5 Functional analysis (46-XX) 4 Approximations and expansions (41-XX) 4 Convex and discrete geometry (52-XX) 3 Ordinary differential equations (34-XX) 3 Probability theory and stochastic processes (60-XX) 2 Partial differential equations (35-XX) 2 Differential geometry (53-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Quantum theory (81-XX) 2 Mathematics education (97-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral transforms, operational calculus (44-XX) 1 General topology (54-XX) 1 Mechanics of particles and systems (70-XX)