Optimization and Control

[1] A New Primal–Dual Algorithm for Minimizing the Sum of Three Functions with a Linear Operator

Ming Yan Michigan State University

Optimization and Control mathscidoc:1804.27003

Journal of Scientific Computing, 2018
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[2] Fast L1–L2 Minimization via a Proximal Operator

Yifei Lou University of Texas at Dallas Ming Yan Michigan State UniversityEast Lansing

Optimization and Control mathscidoc:1804.27002

Journal of Scientific Computing, 74, (2), 767–785, 2018.2
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[3] One condition for solution uniqueness and robustness of both l1-synthesis and l1-analysis minimizations

Hui Zhang National University of Defense Technology Ming Yan Michigan State University Wotao Yin University of CaliforniaLos Angeles

Optimization and Control mathscidoc:1804.27001

Advances in Computational Mathematics, 42, (6), 1381–1399, 2016.12
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[4] Extended ADMM and BCD for nonseparable convex minimization models with quadratic coupling terms: convergence analysis and insights

Chen Caihua Nanjing University Li Min Nanjing University Liu Xin Chinese Academy of Sciences and University of Chinese Academy of Sciences Ye Yinyu Stanford University

Optimization and Control mathscidoc:1803.27002

Mathematical Programming, 2017.10
[ Download ] [ 2018-03-04 17:11:40 uploaded by chchen ] [ 24 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

Chen Caihua Nanjing University He Bingsheng Nanjing University Ye Yinyu Stanford University Yuan Xiaoming Hong Kong Baptist University

Optimization and Control mathscidoc:1803.27001

Mathematical Programming, 155, 55-79, 2016.1
[ Download ] [ 2018-03-04 17:02:55 uploaded by chchen ] [ 16 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] A TVSCAD approach for image deblurring with impulsive noise

Guoyong Gu Nanjing University Suhong Jiang School of Accounting, Nanjing University of Finance \& Economics Junfeng Yang Nanjing University

Optimization and Control mathscidoc:1802.27003

Inverse Problems, 33, (12), 125008, 2017
[ Download ] [ 2018-02-21 16:02:56 uploaded by jfyang ] [ 38 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] Learn-and-adapt stochastic dual gradients for network resource allocation

Tianyi Chen UMN Qing Ling SYSU Georgios Giannakis UMN

Optimization and Control mathscidoc:1802.27002

IEEE Transactions on Control of Network Systems, 2018
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[8] An online convex optimization approach to proactive network resource allocation

Tianyi Chen UMN Qing Ling SYSU Georgios Giannakis UMN

Optimization and Control mathscidoc:1802.27001

IEEE Transactions on Signal Processing, 2017
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[9] Nearly Optimal Stochastic Approximation for Online Principal Subspace Estimation

Xin Liang National Chiao Tung University Zhen-Chen Guo National Chiao Tung University Ren-Cang Li University of Texas at Arlington Wen-Wei Lin National Chiao Tung University

Optimization and Control Data Analysis, Bio-Statistics, Bio-Mathematics mathscidoc:1711.27001

2017.11
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[10] General forms of finite population central limit theorems with applications to causal inference

Xinran Li Harvard University Peng Ding University of California

Optimization and Control Statistics Theory and Methods mathscidoc:1706.27001

Journal of the American Statistical Association, 2017
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[11] A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford--Shah Model and Thresholding

Xiaohao Cai The Chinese University of Hong Kong Raymond Chan The Chinese University of Hong Kong Tieyong Zeng Hong Kong Baptist University

Optimization and Control mathscidoc:1705.27004

SIAM Journal on Imaging Sciences, 6, (1), 368-390, 2013
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[12] Minimization and parameter estimation for seminorm regularization models with I -divergence constraints

T Teuber University of Kaiserslautern G Steidl University of Kaiserslautern Raymond Chan The Chinese University of Hong Kong

Optimization and Control Statistics Theory and Methods mathscidoc:1705.27003

Inverse Problems, 29, (3), 2013
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[13] Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers

Raymond H. Chan The Chinese University of Hong Kong Min Tao Nanjing University of Posts and Telecommunications Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1705.27002

SIAM Journal on Imaging Sciences, 6, (1), 680-697, 2013
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[14] Inertial Proximal ADMM for Linearly Constrained Separable Convex Optimization

Caihua Chen Nanjing University Raymond H. Chan The Chinese University of Hong Kong Shiqian Ma The Chinese University of Hong Kong Junfeng Yang Nanjing University

Optimization and Control Convex and Discrete Geometry mathscidoc:1705.27001

SIAM Journal on Imaging Sciences, 8, (4), 2239-2267, 2015
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[15] A Nuclear-norm Model for Multi-Frame Super-Resolution Reconstruction from Video Clips

Rui Zhao The Chinese University of Hong Kong Raymond H. Chan The Chinese University of Hong Kong

Optimization and Control mathscidoc:1704.27001

[ Download ] [ 2017-04-25 17:40:49 uploaded by raydrs ] [ 236 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[16] On the Generalized Lanczos Trust-Region Method

Lei-Hong Zhang Shanghai University of Finance and Economics Chungen Shen University of Shanghai for Science and Technology Ren-Cang Li University of Texas at Arlington

Optimization and Control mathscidoc:1703.27002

2017.3
[ Download ] [ 2017-03-22 04:57:35 uploaded by rcli ] [ 308 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[17] Coordinate-friendly structures, algorithms and applications

Zhimin Peng UCLA Tianyu Wu UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25025

Annals of Mathematical Sciences and Applications, 1, (1), 57 – 119, 2016
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[18] ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates

Zhimin Peng UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25022

SIAM Journal on Scientific Computing, 38, (5), A2851-A2879, 2016
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[19] Accelerated first-order primal-dual proximal methods for linearly constrained composite convex programming

Yangyang Xu University of Alabama

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25021

SIAM Journal on Optimization, 2017
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[20] A globally convergent algorithm for nonconvex optimization based on block coordinate update

Yangyang Xu University of Alabama Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25020

Journal of Scientific Computing, 2017
[ Download ] [ 2017-03-14 09:27:45 uploaded by yangyangxu ] [ 149 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[21] Block stochastic gradient iteration for convex and nonconvex optimization

Yangyang Xu University of Alabama Wotao Yin UCLA

Optimization and Control Machine Learning mathscidoc:1703.27001

SIAM Journal on Optimization, 25, (3), 1686-1716, 2015
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[22] A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion

Yangyang Xu University of Alabama Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25019

SIAM Journal on Imaging Sciences, 6, (3), 1758-1789, 2013
[ Download ] [ 2017-03-14 09:13:41 uploaded by yangyangxu ] [ 335 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[23] Mathematical model of adult stem cell regeneration with cross-talk between genetic and epigenetic regulation

Jinzhi Lei Tsinghua University Simon A. Levin Princeton University Qing Nie University of California, Irvine

Optimization and Control mathscidoc:1702.27005

Proc Natl Acad Sci USA, 111, E880-E887, 2014.2
[ Download ] [ 2017-02-10 16:15:31 uploaded by jzlei ] [ 175 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] Pric ing of Mortgage- Backed Se cu ri ties with Option- Adjusted Spread

Jian-Guo Liu University of Maryland Eugene Xu Fixed In come Re search, Credit Su isse First Bos ton

Optimization and Control mathscidoc:1702.27004

Managerial Finance, 24, (9), 94 - 109, 1998.9
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[25] Meanfield games and model predictive control

Pierre Degond Imperial College London Michael Herty RWTH Aachen University, Department of Mathematics Jian-Guo Liu Duke University

Optimization and Control mathscidoc:1702.27003

2017.1
[ Download ] [ 2017-02-06 14:49:52 uploaded by jianguo ] [ 126 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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