Global Convergence Analysis of Vanilla Gradient Descent for Asymmetric Matrix Completion

Xu Zhang, Shuo Chen, Jinsheng Li +2

This paper investigates the asymmetric low-rank matrix completion problem, which can be formulated as an unconstrained non-convex optimization problem with a nonlinear least-square…