Strongly Convex Programming for Exact Matrix Completion and Robust Principal Component Analysis

Hui Zhang, Jian-Feng Cai, Lizhi Cheng +1

The common task in matrix completion (MC) and robust principle component analysis (RPCA) is to recover a low-rank matrix from a given data matrix. These problems gained great atten…