Matrix Completion via Nonconvex Regularization: Convergence of the Proximal Gradient Algorithm

Fei Wen, Rendong Ying, Peilin Liu +1

Matrix completion has attracted much interest in the past decade in machine learning and computer vision. For low-rank promotion in matrix completion, the nuclear norm penalty is c…