Practical Matrix Completion and Corruption Recovery using Proximal Alternating Robust Subspace Minimization

Yu-Xiang Wang, Choon Meng Lee, Loong-Fah Cheong +1

Low-rank matrix completion is a problem of immense practical importance. Recent works on the subject often use nuclear norm as a convex surrogate of the rank function. Despite its…