Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures

TILT: Transform Invariant Low-Rank Textures

(2012) Zhengdong Zhang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A feasible method for optimization with orthogonality constraints

(2012) Zaiwen Wen et al.   MATHEMATICAL PROGRAMMING

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming

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

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Alternating Direction Algorithms for $\ell_1$-Problems in Compressive Sensing

(2011) Junfeng Yang et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION