Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning

Xuelong Li, Hongyuan Zhang, Rui Zhang

The existing matrix completion methods focus on optimizing the relaxation of rank function such as nuclear norm, Schatten-p norm, etc. They usually need many iterations to converge…