A smoothing proximal gradient algorithm for matrix rank minimization problem

Quan Yu, Xinzhen Zhang

In this paper, we study the low-rank matrix minimization problem, where the loss function is convex but nonsmooth and the penalty term is defined by the cardinality function. We fi…