Wotao Yin

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S osherAdresă de e-mail confirmată pe math.ucla.edu
Donald GoldfarbColumbia UniversityAdresă de e-mail confirmată pe columbia.edu
Kun YuanCenter for Machine Learning Research, Peking UniversityAdresă de e-mail confirmată pe pku.edu.cn
Yangyang XuRensselaer Polytechnic InstituteAdresă de e-mail confirmată pe rpi.edu
Zaiwen WenPeking UniversityAdresă de e-mail confirmată pe pku.edu.cn
Qing LingSchool of Computer Science and Engineering, Sun Yat-Sen UniversityAdresă de e-mail confirmată pe mail.sysu.edu.cn
Jialin LiuUniversity of Central FloridaAdresă de e-mail confirmată pe ucf.edu
Junfeng YangNanjing UniversityAdresă de e-mail confirmată pe nju.edu.cn
Tianyi ChenAssistant Professor, Department of ECSE, Rensselaer Polytechnic InstituteAdresă de e-mail confirmată pe rpi.edu
Xiaohan ChenDAMO Academy, Alibaba GroupAdresă de e-mail confirmată pe utexas.edu
Ernest K. RyuUniversity of California, Los AngelesAdresă de e-mail confirmată pe math.ucla.edu
Zhimin PengUCLAAdresă de e-mail confirmată pe ucla.edu
Wei (Wilbur) ShiPostdoctoral Research Associate, Princeton UniversityAdresă de e-mail confirmată pe princeton.edu
Yilun WangMachinify, Inc.Adresă de e-mail confirmată pe machinify.com
Zhangyang (Atlas) WangXTX Markets & University of Texas at AustinAdresă de e-mail confirmată pe utexas.edu
Jérôme DarbonDivision of Applied Mathematics, Brown UniversityAdresă de e-mail confirmată pe brown.edu
Zhu HanUniversity of HoustonAdresă de e-mail confirmată pe uh.edu
Yanli LiuMachine Learning@Shein TechnologyAdresă de e-mail confirmată pe math.ucla.edu
Howard HeatonTypal AcademyAdresă de e-mail confirmată pe typal.academy
Daniel MckenzieAssistant Professor, Colorado School of MinesAdresă de e-mail confirmată pe mines.edu

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Wotao Yin

DAMO Academy, Alibaba Group US

Adresă de e-mail confirmată pe alibaba-inc.com - Pagina de pornire

machine learning large-scale optimization inverse problems


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
A new alternating minimization algorithm for total variation image reconstruction Y Wang, J Yang, W Yin, Y Zhang SIAM Journal on Imaging Sciences 1 (3), 248-272, 2008	2375	2008
An iterative regularization method for total variation-based image restoration S Osher, M Burger, D Goldfarb, J Xu, W Yin Multiscale Modeling & Simulation 4 (2), 460-489, 2005	2375	2005
Bregman iterative algorithms for \ell_1-minimization with applications to compressed sensing W Yin, S Osher, D Goldfarb, J Darbon SIAM Journal on Imaging Sciences 1 (1), 143-168, 2008	1755	2008
Iteratively reweighted algorithms for compressive sensing R Chartrand, W Yin Acoustics, speech and signal processing, 2008. ICASSP 2008. IEEE …, 2008	1643	2008
Extra: An exact first-order algorithm for decentralized consensus optimization W Shi, Q Ling, G Wu, W Yin SIAM Journal on Optimization 25 (2), 944-966, 2015	1424	2015
Global convergence of ADMM in nonconvex nonsmooth optimization Y Wang, W Yin, J Zeng Journal of Scientific Computing 78 (1), 29-63, 2019	1395	2019
A block coordinate descent method for multi-convex optimization with applications to nonnegative tensor factorization and completion Y Xu, W Yin SIAM Journal on Imaging Sciences 6 (3), 1758-1789, 2013	1342*	2013
Fixed-point continuation for \ell_1-minimization: Methodology and convergence ET Hale, W Yin, Y Zhang SIAM Journal on Optimization 19 (3), 1107-1130, 2008	1063	2008
A feasible method for optimization with orthogonality constraints Z Wen, W Yin Mathematical Programming 142 (1), 397-434, 2010	1061	2010
On the linear convergence of the ADMM in decentralized consensus optimization W Shi, Q Ling, K Yuan, G Wu, W Yin IEEE Transactions on Signal Processing 62 (7), 1750-1761, 2014	956	2014
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm Z Wen, W Yin, Y Zhang Mathematical Programming Computation 4 (4), 333-361, 2012	888	2012
On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers W Deng, W Yin Journal of Scientific Computing 66 (3), 889-916, 2016	789	2016
On the convergence of decentralized gradient descent K Yuan, Q Ling, W Yin SIAM Journal on Optimization 26 (3), 1835-1854, 2016	786	2016
An Efficient Augmented Lagrangian Method with Applications to Total Variation Minimization C Li, W Yin, H Jiang, Y Zhang Computational Optimization and Applications 56 (3), 507-530, 2013	765	2013
A fast alternating direction method for TVL1-L2 signal reconstruction from partial Fourier data J Yang, Y Zhang, W Yin Selected Topics in Signal Processing, IEEE Journal of, Special Issue on …, 2010	725	2010
Total variation models for variable lighting face recognition T Chen, W Yin, XS Zhou, D Comaniciu, TS Huang IEEE transactions on pattern analysis and machine intelligence 28 (9), 1519-1524, 2006	623	2006
A fast algorithm for edge-preserving variational multichannel image restoration J Yang, W Yin, Y Zhang, Y Wang SIAM Journal on Imaging Sciences 2 (2), 569-592, 2009	619	2009
A fixed-point continuation method for l1-regularized minimization with applications to compressed sensing ET Hale, W Yin, Y Zhang CAAM TR07-07, Rice University 43 (44), 2, 2007	572	2007
Parallel multi-block ADMM with O (1/k) convergence W Deng, MJ Lai, Z Peng, W Yin Journal of Scientific Computing 71 (2), 712-736, 2017	555	2017
Denoising prior driven deep neural network for image restoration W Dong, P Wang, W Yin, G Shi, F Wu, X Lu IEEE transactions on pattern analysis and machine intelligence 41 (10), 2305 …, 2018	516	2018

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