On solving a rank regularized minimization problem via equivalent factorized column-sparse regularized models

Wenjing Li, Wei Bian, Kim-Chuan Toh

Rank regularized minimization problem is an ideal model for the low-rank matrix completion/recovery problem. The matrix factorization approach can transform the high-dimensional ra…