Then, a matrix completion method based on the Schatten capped $p$ norm is proposed by exploiting the framework of the alternating direction method of multipliers. Meanwhile, the Schatten capped $p$ norm regularized least squares subproblem is analyzed in detail and is solved explicitly. Finally, ...
Recovering the low-rank and sparse components from a given matrix is a challenging problem that has many real applications. This paper proposes a novel algorithm to address this problem by introducing a sparse prior on the low-rank component. Specifically, the low-rank component is assumed to be...