Optimization and Control

[1] 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

Gold Award Paper in 2017

SIAM Journal on Imaging Sciences, 6, (3), 1758-1789, 2013
[ Download ] [ 2017-03-14 09:13:41 uploaded by yangyangxu ] [ 3171 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] Inventory management for dual sales channels with inventory-level-dependent demand

Li, Tingting Tsinghua University Zhao, Xiaobo Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27007

Journal of the Operational Research Society, 66, 2015
[ Download ] [ 2016-11-28 17:26:14 uploaded by jxie ] [ 2385 downloads ] [ 0 comments ] [ Cited by 4 ] [ Abstract ] [ Full ]
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[3] An efficient algorithm of Yau-Yau method for solving nonlinear filtering problems

Mei-Heng Yueh National Chiao Tung University Wen-Wei Lin National Chiao Tung University Shing-Tung Yau Harvard University

Optimization and Control mathscidoc:1608.27001

Distinguished Paper Award in 2017

Communications in Information and Systems, 14, (2), 111--134, 2014
[ Download ] [ 2016-08-22 15:55:36 uploaded by yueh ] [ 2254 downloads ] [ 0 comments ] [ Cited by 3 ] [ Abstract ] [ Full ]
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[4] An optimal mean-reversion trading rule under a markov chain model

Jingzhi Tie University of Georgia Qing Zhang University of Georgia

Optimization and Control mathscidoc:1702.27002

MATHEMATICAL CONTROL AND RELATED FIELDS, 6, (3), 2016.9
[ Download ] [ 2017-02-02 11:35:22 uploaded by jxztie ] [ 1530 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] An efficient numerical method for solving high-dimensional nonlinear filtering problems

Mei-Heng Yueh National Chiao Tung University Wen-Wei Lin National Chiao Tung University Shing-Tung Yau Harvard University

Optimization and Control mathscidoc:1608.27002

Communications in Information and Systems, 14, (4), 243--262, 2014
[ Download ] [ 2016-08-22 16:00:43 uploaded by yueh ] [ 1339 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] The risk-averse newsvendor game with competition on demand

Shen, Yuwei Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27006

Journal of Industrial and Management Optimization, 12, (3), 2016
[ Download ] [ 2016-11-28 17:21:44 uploaded by jxie ] [ 1301 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] 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

Distinguished Paper Award in 2018

SIAM Journal on Optimization, 27, (3), 2110-2142, 2017.3
[ Download ] [ 2017-03-22 04:57:35 uploaded by rcli ] [ 1204 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[8] An Optimal Strategy for Pairs Trading Under Geometric Brownian Motions

Jingzhi Tie University of Georgia Hanqin Zhang National University of Singapore Qing Zhang University of Georgia

Optimization and Control mathscidoc:1702.27001

Journal of Optimization Theory and Applications, 2017
[ Download ] [ 2017-02-02 11:23:38 uploaded by jxztie ] [ 1182 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[9] 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
[ Download ] [ 2017-03-14 09:33:57 uploaded by yangyangxu ] [ 1118 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[10] 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, 76, 1698-1717, 2018
[ Download ] [ 2018-04-09 22:28:35 uploaded by mingyan18 ] [ 1019 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[11] EXTRA: An exact first-order algorithm for decentralized consensus optimization

Wei Shi USTC Qing Ling USTC Gang Wu USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27007

Distinguished Paper Award in 2018

SIAM Journal on Optimization, 2015
[ Download ] [ 2017-01-26 13:24:26 uploaded by qinglingustc ] [ 1018 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[12] 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 ] [ 968 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[13] 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

Distinguished Paper Award in 2017

SIAM Journal on Imaging Sciences, 8, (4), 2239-2267, 2015
[ Download ] [ 2017-05-30 12:49:51 uploaded by yauawardadmin ] [ 936 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[14] The semismooth-related properties of a merit function and a descent method for the nonlinear complementarity problem

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43874

Journal of Global Optimization, 36, (4), 565-580, 2006.12
[ Download ] [ 2019-10-20 22:32:22 uploaded by Jein_Shan_Chen ] [ 915 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[15] Decentralized dynamic optimization through the alternating direction method of multipliers

Qing Ling USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27006

Distinguished Paper Award in 2018

IEEE Transactions on Signal Processing, 2014
[ Download ] [ 2017-01-26 13:22:12 uploaded by qinglingustc ] [ 904 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[16] DLM: Decentralized linearized alternating direction method of multipliers

Qing Ling USTC Wei Shi USTC Gang Wu USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27009

IEEE Transactions on Signal Processing, 2015
[ Download ] [ 2017-01-26 13:51:55 uploaded by qinglingustc ] [ 892 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[17] Scheduling under Linear Constraints

Kameng Nip Tsinghua University Zhenbo Wang Tsinghua University Zizhuo Wang University of Minnesota

Optimization and Control mathscidoc:1611.27001

European Journal of Operational Research, 253, 290-297, 2016
[ Download ] [ 2016-11-23 16:33:20 uploaded by ZhenboWang ] [ 845 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[18] Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

Junfeng Yang Nanjing University Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1701.27010

Mathematics of Computation, 82, (281), 301–329, 2013.1
[ Download ] [ 2017-01-26 17:18:55 uploaded by jfyang ] [ 830 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[19] On Recent Advance of Nonlinear Filtering Theory: Emphases on Global Approaches

Xue Luo Beihang University

Optimization and Control mathscidoc:1701.27013

Distinguished Paper Award in 2017

PureAppl. Math. Q., 10, (4), 685-721, 2014
[ Download ] [ 2017-01-29 10:59:09 uploaded by xluo ] [ 809 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[20] Calculus of the Exponent of Kurdyka–Łojasiewicz Inequality and Its Applications to Linear Convergence of First-Order Methods

Guoyin Li University of New South Wales Ting Kei Pong The Hong Kong Polytechnic University

Optimization and Control mathscidoc:1903.27004

Foundations of Computational Mathematics, 18, (5), 1199–1232, 2018
[ Download ] [ 2019-03-19 23:44:20 uploaded by gyli ] [ 808 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[21] On the convergence of decentralized gradient descent

Kun Yuan USTC Qing Ling USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27008

Distinguished Paper Award in 2017

SIAM Journal on Optimizatio, 2016
[ Download ] [ 2017-01-26 13:26:13 uploaded by qinglingustc ] [ 794 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[22] 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 ] [ 782 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[23] 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

Gold Award Paper in 2017

Journal of the American Statistical Association, 2017
[ Download ] [ 2017-06-22 13:34:55 uploaded by yauawardadmin ] [ 781 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] 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

Distinguished Paper Award in 2018

Inverse Problems, 29, (3), 2013
[ Download ] [ 2017-05-30 13:25:15 uploaded by yauawardadmin ] [ 772 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] 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 ] [ 772 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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