Optimization and Control

[1] 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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[2] 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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[3] 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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[4] 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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[5] 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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[6] 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

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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

2017.3
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[8] 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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[9] 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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[10] 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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[11] 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
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[12] 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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[13] 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
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[14] 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
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[15] 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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[16] 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
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[17] 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
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[18] 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
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[19] 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
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[20] 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
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[21] On Recent Advance of Nonlinear Filtering Theory: Emphases on Global Approaches

Xue Luo Beihang University

Optimization and Control mathscidoc:1701.27013

PureAppl. Math. Q., 10, (4), 685-721, 2014
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[22] 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

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[23] Linear convergence of adaptively iterative thresholding algorithms for compressed sensing

Yu Wang Xi'an Jiaotong University Jinshan Zeng Xi'an Jiaotong University Zhimin Peng UCLA Xiangyu Chang Xi'an Jiaotong University Zongben Xu Xi'an Jiaotong University

Optimization and Control mathscidoc:1701.27011

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[24] 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
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[25] 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
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