Matrix Completion with Nonconvex Regularization: Spectral Operators and Scalable Algorithms

Rahul Mazumder, Diego F. Saldana, Haolei Weng

In this paper, we study the popularly dubbed matrix completion problem, where the task is to "fill in" the unobserved entries of a matrix from a small subset of observed entries, u…