Transformed Schatten-1 Iterative Thresholding Algorithms for Low Rank Matrix Completion

Shuai Zhang, Penghang Yin, Jack Xin

We study a non-convex low-rank promoting penalty function, the transformed Schatten-1 (TS1), and its applications in matrix completion. The TS1 penalty, as a matrix quasi-norm defi…