Nonconvex Rectangular Matrix Completion via Gradient Descent without ${\ell }_{2,\infty }$ Regularization

Ji Chen, Dekai Liu, Xiaodong Li

The analysis of nonconvex matrix completion has recently attracted much attention in the community of machine learning thanks to its computational convenience. Existing analysis on…