KL property of exponent $1/2$ of ${\ell }_{2,0}$-norm and DC regularized factorizations for low-rank matrix recovery

Shujun Bi, Ting Tao, Shaohua Pan

This paper is concerned with the factorization form of the rank regularized loss minimization problem. To cater for the scenario in which only a coarse estimation is available for…