Recovering low-rank and sparse components of matrices from incomplete and noisy observations M Tao, X Yuan
SIAM Journal on Optimization 21 (1), 57-81, 2011
530 2011 Alternating direction method with Gaussian back substitution for separable convex programming B He, M Tao, X Yuan
SIAM Journal on Optimization 22 (2), 313-340, 2012
438 2012 Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers RH Chan, M Tao, X Yuan
SIAM Journal on imaging Sciences 6 (1), 680-697, 2013
237 2013 Alternating direction algorithms for total variation deconvolution in image reconstruction M Tao, J Yang, B He
TR0918, Department of Mathematics, Nanjing University, 2009
158 2009 A splitting method for separable convex programming B He, M Tao, X Yuan
IMA Journal of Numerical Analysis 35 (1), 394-426, 2015
142 2015 An alternating direction-based contraction method for linearly constrained separable convex programming problems B He, M Tao, M Xu, X Yuan
Optimization 62 (4), 573-596, 2013
71 2013 Limited-Angle CT Reconstruction via the Minimization C Wang, M Tao, JG Nagy, Y Lou
SIAM Journal on Imaging Sciences 14 (2), 749-777, 2021
58 2021 Convergence rate analysis for the alternating direction method of multipliers with a substitution procedure for separable convex programming B He, M Tao, X Yuan
Mathematics of Operations Research 42 (3), 662-691, 2017
48 * 2017 On the Convergence Rate of Alternating Direction Method with Logarithmic-Quadratic Proximal Regularization M Tao, X Yuan
SIAM Journal on Optimization 22 (4), 1431-1448, 2012
44 2012 Minimization of Over for Sparse Signal Recovery with Convergence Guarantee M Tao
SIAM Journal on Scientific Computing 44 (2), A770-A797, 2022
32 2022 Decomposition methods for computing directional stationary solutions of a class of nonsmooth nonconvex optimization problems JS Pang, M Tao
SIAM Journal on Optimization 28 (2), 1640-1669, 2018
29 2018 Convergence analysis of the direct extension of ADMM for multiple-block separable convex minimization M Tao, X Yuan
Advances in Computational Mathematics 44, 773-813, 2018
28 2018 Linearized alternating direction method of multipliers for constrained linear least-squares problem RH Chan, M Tao, X Yuan
East Asian Journal on Applied Mathematics 2 (4), 326-341, 2012
25 2012 An inexact parallel splitting augmented Lagrangian method for monotone variational inequalities with separable structures M Tao, X Yuan
Computational Optimization and Applications 52, 439-461, 2012
25 2012 Convergence study of indefinite proximal ADMM with a relaxation factor M Tao
Computational Optimization and Applications 77 (1), 91-123, 2020
19 2020 On Glowinski’s open question on the alternating direction method of multipliers M Tao, X Yuan
Journal of Optimization Theory and Applications 179, 163-196, 2018
19 2018 Minimizing L 1 over L 2 norms on the gradient C Wang, M Tao, CN Chuah, J Nagy, Y Lou
Inverse problems 38 (6), 065011, 2022
18 2022 Rigorous convergence analysis of alternating variable minimization with multiplier methods for quadratic programming problems with equality constraints ZZ Bai, M Tao
BIT Numerical Mathematics 56 (2), 399-422, 2016
16 2016 Unorganized malicious attacks detection M Pang, W Gao, M Tao, ZH Zhou
Advances in Neural Information Processing Systems 31, 2018
15 2018 On the linear convergence to weak/standard d-stationary points of DCA-based algorithms for structured nonsmooth DC programming H Dong, M Tao
Journal of Optimization Theory and Applications 189 (1), 190-220, 2021
12 2021