A Nonconvex Nonsmooth Regularization Method for Compressed Sensing and Low-Rank Matrix Completion

Zhuo-Xu Cui, Qibin Fan

In this paper, nonconvex and nonsmooth models for compressed sensing (CS) and low rank matrix completion (MC) is studied. The problem is formulated as a nonconvex regularized leat…