The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

A splitting method for separable convex programming

(2014) B. He et al.   IMA JOURNAL OF NUMERICAL ANALYSIS

Latent variable graphical model selection via convex optimization

(2012) Venkat Chandrasekaran et al.   ANNALS OF STATISTICS

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

(2012) Yigang Peng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Note on the Alternating Direction Method of Multipliers

(2012) Deren Han et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method

(2012) Bingsheng He et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming

(2012) Bingsheng He et al.   SIAM JOURNAL ON OPTIMIZATION

Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations

(2011) Min Tao et al.   SIAM JOURNAL ON OPTIMIZATION