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Binary Random Projections with Controllable Sparsity Patterns


Jun 29, 2020
Wenye Li, Shuzhong Zhang

* 19 pages, 15 figures 

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Highly accurate model for prediction of lung nodule malignancy with CT scans


Feb 06, 2018
Jason Causey, Junyu Zhang, Shiqian Ma, Bo Jiang, Jake Qualls, David G. Politte, Fred Prior, Shuzhong Zhang, Xiuzhen Huang


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Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis


Jan 17, 2018
Bo Jiang, Tianyi Lin, Shiqian Ma, Shuzhong Zhang

* Section 4.1 is updated 

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Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems


Jan 17, 2018
Tianyi Lin, Shiqian Ma, Shuzhong Zhang


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Accelerated Primal-Dual Proximal Block Coordinate Updating Methods for Constrained Convex Optimization


Nov 20, 2017
Yangyang Xu, Shuzhong Zhang

* Accepted to Computational Optimization and Applications 

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Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis


Oct 05, 2017
Junyu Zhang, Shiqian Ma, Shuzhong Zhang


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Randomized Primal-Dual Proximal Block Coordinate Updates


Jan 24, 2017
Xiang Gao, Yangyang Xu, Shuzhong Zhang

* convergence rate results are presented in a more explicit way; numerical results are added 

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An Extragradient-Based Alternating Direction Method for Convex Minimization


Jul 09, 2015
Tianyi Lin, Shiqian Ma, Shuzhong Zhang


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