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2013, ISBN 1107018838, Volume 9781107018839, xiv, 293
Compressive sensing is a new signal processing paradigm that aims to encode sparse signals by using far lower sampling rates than those in the traditional... 
Sampling (Statistics) | Signal processing | Coding theory | Digital techniques | Data compression (Telecommunication) | Wireless sensor networks | Electronics & communications engineering
Book
IEEE Transactions on Signal Processing, ISSN 1053-587X, 11/2011, Volume 59, Issue 11, pp. 5289 - 5301
Journal Article
Computational optimization and applications, ISSN 1573-2894, 2013, Volume 56, Issue 3, pp. 507 - 530
Journal Article
Journal of scientific computing, ISSN 1573-7691, 2018, Volume 78, Issue 1, pp. 29 - 63
Journal Article
Frontiers of mathematics in China, ISSN 1673-3576, 2012, Volume 7, Issue 2, pp. 365 - 384
... XU 1 , Wotao YIN 1 , Zaiwen WEN 2 , Yin ZHANG 1 1 Department of Computational and Applied Mathematics, Rice University, Houston, TX 77005, USA 2 Department... 
15A83 | matrix completion | 94A08 | 65F30 | alternating direction method | Mathematics, general | 90C90 | Mathematics | hyperspectral unmixing | 90C26 | nonnegative matrix factorization | MATHEMATICS | L-MINIMIZATION | Studies | Lagrange multiplier | Algorithms | Mathematical analysis | Approximation | Tasks | Least squares method | Images | Mathematical models | Factorization | Convergence
Journal Article
SIAM journal on scientific computing, ISSN 1095-7197, 2009, Volume 31, Issue 4, pp. 2842 - 2865
..., YIN ZHANG, AND WOTAO YIN Abstract. We extend the alternating minimization algorithm recently proposed in [Y. Wang,J. Yang, W. Yin, and Y. Zhang, SIAM J. Imag. Sci... 
MATHEMATICS, APPLIED | HOMOGENEITY | image deblurring | isotropic total variation | MEDIAN FILTERS | VARIATIONAL RESTORATION | fast Fourier transform | LEAST-SQUARES | RECOVERY | REMOVAL | MODELS | FRAMEWORK | impulsive noise | cross-channel | Recovering | Algorithms | Multichannel | Mathematical analysis | Noise | Images | Mathematical models | Convergence
Journal Article
Journal of scientific computing, ISSN 1573-7691, 2016, Volume 71, Issue 2, pp. 712 - 736
Journal Article
Journal of optimization theory and applications, ISSN 1573-2878, 2019, Volume 181, Issue 2, pp. 567 - 587
Journal Article
Journal of Scientific Computing, ISSN 0885-7474, 07/2018, Volume 76, Issue 1, pp. 299 - 326
The need for scalable solvers for massive optimization problems has motivated the development of asynchronous-parallel algorithms, where a set of nodes runs in... 
Unbounded delay | Asynchronous | Parallel | Stochastic | Coordinate | Fixed point | MATHEMATICS, APPLIED | CONVERGENCE | Algorithms | Mathematical optimization | Analysis | Machine learning
Journal Article
计算数学:英文版, ISSN 0254-9409, 2010, Volume 28, Issue 2, pp. 170 - 194
Journal Article
Mathematics of operations research, ISSN 1526-5471, 2017, Volume 42, Issue 3, pp. 783 - 805
In this paper, we provide a comprehensive convergence rate analysis of the Douglas-Rachford splitting (DRS), Peaceman-Rachford splitting (PRS), and alternating... 
Douglas-Rachford | Peaceman-Rachford | Alternating Direction Method of Multipliers | MATHEMATICS, APPLIED | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | CONVEX | SETS | ALGORITHM | PROJECTIONS | LINEAR CONVERGENCE | Convergence (Mathematics) | Research | Mathematical research | Mathematical optimization
Journal Article