Optimization and Control

[126] 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
[ Download ] [ 2018-02-11 09:51:41 uploaded by qinglingustc ] [ 218 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[127] 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
[ Download ] [ 2018-02-11 09:49:48 uploaded by qinglingustc ] [ 518 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[128] 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

2018.8
[ Download ] [ 2017-11-18 01:14:40 uploaded by jinsanliang ] [ 283 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[129] 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 ] [ 780 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[130] 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
[ Download ] [ 2017-05-30 13:30:20 uploaded by yauawardadmin ] [ 692 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[131] 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 ] [ 771 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[132] 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

Distinguished Paper Award in 2017

SIAM Journal on Imaging Sciences, 6, (1), 680-697, 2013
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[133] 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
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[134] 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 ] [ 754 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[135] 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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[136] 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
[ Download ] [ 2017-03-14 10:03:19 uploaded by mingyan08 ] [ 643 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[137] 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
[ Download ] [ 2017-03-14 09:40:35 uploaded by yangyangxu ] [ 663 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[138] 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 ] [ 1117 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[139] 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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[140] 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
[ Download ] [ 2017-03-14 09:23:24 uploaded by yangyangxu ] [ 698 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[141] 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 ] [ 3165 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[142] 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

Distinguished Paper Award in 2018

Proc Natl Acad Sci USA, 111, E880-E887, 2014.2
[ Download ] [ 2017-02-10 16:15:31 uploaded by jzlei ] [ 694 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[143] 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
[ Download ] [ 2017-02-09 12:57:11 uploaded by jianguo ] [ 351 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[144] 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

Distinguished Paper Award in 2018

2017.1
[ Download ] [ 2017-02-06 14:49:52 uploaded by jianguo ] [ 507 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[145] 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 ] [ 1528 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[146] 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 ] [ 1181 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[147] Complete Real Time Solution of the General Nonlinear Filtering Problem without Memory

Xue Luo Beihang University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1701.27015

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 58, (10), 2563-2578, 2013.10
[ Download ] [ 2017-01-29 11:14:21 uploaded by xluo ] [ 465 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[148] Hermite Spectral Method to 1D Forward Kolmogorov Equation and its Application to Nonlinear Filtering Problems

Xue Luo Beihang University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1701.27014

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 58, (10), 2495-2507, 2013.10
[ Download ] [ 2017-01-29 11:09:57 uploaded by xluo ] [ 299 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[149] 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 ] [ 808 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[150] 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 ] [ 720 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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