Optimization and Control

[1] 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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[2] 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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[3] 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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[4] 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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[5] 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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[6] 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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[7] 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 ] [ 180 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[8] 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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[9] 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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[10] 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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[11] 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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[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
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[13] 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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[14] 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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[15] 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 ] [ 91 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[16] 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 ] [ 36 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[17] 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 ] [ 78 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[18] 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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[19] 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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[20] 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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[21] 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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[22] 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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[23] 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 ] [ 96 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] 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

[ Download ] [ 2017-01-26 17:34:15 uploaded by JinshanZeng ] [ 102 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] 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 ] [ 117 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[26] 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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[27] On the convergence of decentralized gradient descent

Kun Yuan USTC Qing Ling USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27008

SIAM Journal on Optimizatio, 2016
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[28] 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

SIAM Journal on Optimization, 2015
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[29] Decentralized dynamic optimization through the alternating direction method of multipliers

Qing Ling USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27006

IEEE Transactions on Signal Processing, 2014
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[30] On the linear convergence of the ADMM in decentralized consensus optimization

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

Optimization and Control mathscidoc:1701.27005

IEEE Transactions on Signal Processing, 2014
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[31] Asymptotics for the size of the largest component scaled to “log$n$” in inhomogeneous random graphs

Tatyana S. Turova Centre for Mathematical Sciences, Lund University

Information Theory Optimization and Control Probability mathscidoc:1701.19001

Arkiv for Matematik, 51, (2), 371-403, 2012.1
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[32] Noise correlation bounds for uniform low degree functions

Per Austrin Department of Computer Science, University of Toronto Elchanan Mossel University of California, Berkeley, 367 Evans Hall, Berkeley, CA, U.S.A.

Combinatorics Optimization and Control mathscidoc:1701.06003

Arkiv for Matematik, 51, (1), 29-52, 2010.8
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[33] Phase transitions for modified Erdős–Rényi processes

Svante Janson Department of Mathematics, Uppsala University Joel Spencer Courant Institute, New York University

Optimization and Control Probability mathscidoc:1701.27004

Arkiv for Matematik, 50, (2), 305-329, 2010.5
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[34] Percolation in invariant Poisson graphs with i.i.d. degrees

Maria Deijfen Department of Mathematics, Stockholm University Olle Häggström Department of Mathematics, Chalmers University of Technology Alexander E. Holroyd Microsoft Research, 1 Microsoft Way, Redmond, WA, U.S.A.

Optimization and Control Probability mathscidoc:1701.27003

Arkiv for Matematik, 50, (1), 41-58, 2010.2
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[35] Long and short paths in uniform random recursive dags

Luc Devroye School of Computer Science, McGill University Svante Janson Department of Mathematics, Uppsala University

Optimization and Control Probability mathscidoc:1701.27002

Arkiv for Matematik, 49, (1), 61-77, 2009.6
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[36] Upper tails for counting objects in randomly induced subhypergraphs and rooted random graphs

Svante Janson Department of Mathematics, Uppsala University Andrzej Ruciński Department of Discrete Mathematics, Adam Mickiewicz University

Optimization and Control Probability mathscidoc:1701.27001

Arkiv for Matematik, 49, (1), 79-96, 2009.5
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[37] An Efficient Algorithm for Min-Max Convex Semi-Infinite Programming Problems

Liping Zhang Department of Mathematical Sciences, Tsinghua University, Beijing, China Soon-Yi Wu Department of Mathematics, National Cheng Kung University, Tainan, Taiwan

Optimization and Control mathscidoc:1612.27003

2016.6
[ Download ] [ 2016-12-08 17:34:11 uploaded by zhanglp ] [ 80 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[38] Computation Algorithm for Convex Semi-infinite Program with Second-Order Cones: Special Analyses for Affine and Quadratic Case

Shunsuke Hayashi Graduate School of Information Sciences, Tohoku University, Sendai 980-8579, Japan Soon-Yi Wu Department of Mathematics, National Cheng Kung University, Tainan 70101, Taiwan Liping Zhang Department of Mathematical Sciences, Tsinghua University, Beijing 100084, China

Optimization and Control mathscidoc:1612.27002

2016.8
[ Download ] [ 2016-12-08 17:20:31 uploaded by zhanglp ] [ 83 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[39] Direct method for time-varying nonlinear filtering

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

Optimization and Control mathscidoc:1612.27001

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
[ Download ] [ 2016-12-05 15:41:50 uploaded by Jane_Chen ] [ 103 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[40] Impact of demand price elasticity on advantages of cooperative advertising in a two-tier supply chain

Zhao, Lei Tsinghua University Zhang, Jihua Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27008

International Journal of Production Research, 54, (9), 2016
[ Download ] [ 2016-11-28 17:33:40 uploaded by jxie ] [ 96 downloads ] [ 0 comments ] [ Cited by 1 ] [ Abstract ] [ Full ]
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[41] 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 ] [ 75 downloads ] [ 0 comments ] [ Cited by 4 ] [ Abstract ] [ Full ]
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[42] 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 ] [ 118 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[43] Duopoly Game of Callable Products in Airline Revenue Management

Li, Tingting Dongbei University of Finance and Economics Xie, Jinxing Tsinghua University Lu, Shengmin Tsinghua University Tang, Jiafu Dongbei University of Finance and Economics

Optimization and Control mathscidoc:1611.27005

European Journal of Operational Research, 254, 2016
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[44] The price of fairness with the extended Perles-Maschler solution

Zhong, Feiming Tsinghua University Xie, Jinxing Tsinghua University Zhao, Xiaobo Tsinghua University

Optimization and Control mathscidoc:1611.27004

Math Meth Oper Res, 80, 2014
[ Download ] [ 2016-11-28 17:10:31 uploaded by jxie ] [ 34 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[45] Novel Suboptimal Filter via Higher Order Central Moments

Xue Luo Beihang University Yang Jiao University of Illinois at Chicago Wen-Lin Chiou Fu-Jen University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1611.27003

IEEE Transactions on Aerospace and Electronic Systems, 52, (4), 2030-2038, 2016.8
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[46] A Novel Suboptimal Method for Solving Polynomial Filtering Problems

Xue Luo Beihang University Yang Jiao University of Illinois at Chicago Wen-Lin Chiou Fu-Jen University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1611.27002

Automatica , 62, 26-31, 2015
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[47] 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 ] [ 88 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[48] 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 ] [ 268 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[49] 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

Communications in Information and Systems, 14, (2), 111--134, 2014
[ Download ] [ 2016-08-22 15:55:36 uploaded by yueh ] [ 608 downloads ] [ 0 comments ] [ Cited by 3 ] [ Abstract ] [ Full ]
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