Wotao Yin
Wotao Yin
Professor of Mathematics, UCLA
Verified email at ucla.edu - Homepage
Cited by
Cited by
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
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
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
Iteratively reweighted algorithms for compressive sensing
R Chartrand, W Yin
Acoustics, speech and signal processing, 2008. ICASSP 2008. IEEE …, 2008
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
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
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
A feasible method for optimization with orthogonality constraints
Z Wen, W Yin
Mathematical Programming 142 (1), 397-434, 2010
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
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
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
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
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
Global convergence of ADMM in nonconvex nonsmooth optimization
Y Wang, W Yin, J Zeng
Journal of Scientific Computing 78 (1), 29-63, 2019
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
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, 2007
An efficient algorithm for compressed MR imaging using total variation and wavelets
S Ma, W Yin, Y Zhang, A Chakraborty
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
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
Alternating direction augmented Lagrangian methods for semidefinite programming
Z Wen, D Goldfarb, W Yin
Mathematical Programming Computation 2 (3-4), 203-230, 2010
On the convergence of decentralized gradient descent
K Yuan, Q Ling, W Yin
SIAM Journal on Optimization 26 (3), 1835-1854, 2016
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