Provable Low Rank Plus Sparse Matrix Separation Via Nonconvex Regularizers

April Sagan, John E. Mitchell

This paper considers a large class of problems where we seek to recover a low rank matrix and/or sparse vector from some set of measurements. While methods based on convex relaxati…