| 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 | 2050 | 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 | 1922 | 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 | 1566 | 2008 |
| Iteratively reweighted algorithms for compressive sensing R Chartrand, W Yin Acoustics, speech and signal processing, 2008. ICASSP 2008. IEEE …, 2008 | 1316 | 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 | 928 | 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 | 856* | 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 | 748 | 2015 |
| A feasible method for optimization with orthogonality constraints Z Wen, W Yin Mathematical Programming 142 (1), 397-434, 2010 | 689 | 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 | 663 | 2012 |
| Global convergence of ADMM in nonconvex nonsmooth optimization Y Wang, W Yin, J Zeng Journal of Scientific Computing 78 (1), 29-63, 2019 | 641 | 2019 |
| 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 | 595 | 2014 |
| 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 | 595 | 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 | 592 | 2006 |
| 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 | 580 | 2016 |
| 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 | 483 | 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 | 482 | 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 | 409 | 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 | 408 | 2013 |
| On the convergence of decentralized gradient descent K Yuan, Q Ling, W Yin SIAM Journal on Optimization 26 (3), 1835-1854, 2016 | 401 | 2016 |
| Alternating direction augmented Lagrangian methods for semidefinite programming Z Wen, D Goldfarb, W Yin Mathematical Programming Computation 2 (3-4), 203-230, 2010 | 391 | 2010 |
S osherVerified email at math.ucla.edu
