On the Convergence Rate of the Douglas–Rachford Alternating Direction Method B He, X Yuan
SIAM Journal on Numerical Analysis 50 (2), 700-709, 2012
783 2012 The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent C Chen, B He, Y Ye, X Yuan
Mathematical Programming 155 (1-2), 57-79, 2016
485 2016 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
436 2011 Sparse and low-rank matrix decomposition via alternating direction methods X Yuan, J Yang
Pacific Journal of Optimization 9 (1), 167-180, 2013
388 * 2013 Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization J Yang, X Yuan
Mathematics of computation 82 (281), 301-329, 2013
362 2013 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
335 2012 Convergence analysis of primal-dual algorithms for a saddle-point problem: from contraction perspective B He, X Yuan
SIAM Journal on Imaging Sciences 5 (1), 119-149, 2012
284 2012 Solving constrained total-variation image restoration and reconstruction problems via alternating direction methods MK Ng, P Weiss, X Yuan
SIAM journal on Scientific Computing 32 (5), 2710-2736, 2010
272 2010 On non-ergodic convergence rate of Douglas–Rachford alternating direction method of multipliers B He, X Yuan
Numerische Mathematik 130 (3), 567-577, 2015
246 2015 A note on the alternating direction method of multipliers D Han, X Yuan
Journal of Optimization Theory and Applications 155 (1), 227-238, 2012
189 2012 Matrix completion via an alternating direction method C Chen, B He, X Yuan
IMA Journal of Numerical Analysis 32 (1), 227-245, 2012
167 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
159 2013 Alternating direction method for covariance selection models X Yuan
Journal of Scientific Computing 51 (2), 261-273, 2012
143 * 2012 Adaptive primal-dual splitting methods for statistical learning and image processing T Goldstein, M Li, X Yuan
Advances in Neural Information Processing Systems 28, 2089-2097, 2015
142 * 2015 A strictly contractive peaceman--rachford splitting method for convex programming B He, H Liu, Z Wang, X Yuan
SIAM Journal on Optimization 24 (3), 1011-1040, 2014
129 2014 A splitting method for separable convex programming B He, M Tao, X Yuan
IMA Journal of Numerical Analysis 35 (1), 394-426, 2015
116 * 2015 An approximate proximal-extragradient type method for monotone variational inequalities B He, Z Yang, X Yuan
Journal of Mathematical Analysis and Applications 300 (2), 362-374, 2004
115 2004 On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function X Cai, D Han, X Yuan
Computational Optimization and Applications 66 (1), 39-73, 2017
95 * 2017 Alternating direction method for image inpainting in wavelet domains RH Chan, J Yang, X Yuan
SIAM Journal on Imaging Sciences 4 (3), 807-826, 2011
93 2011 On full Jacobian decomposition of the augmented Lagrangian method for separable convex programming B He, L Hou, X Yuan
SIAM Journal on Optimization 25 (4), 2274-2312, 2015
92 2015