Local linear convergence of gradient methods for overparameterized Gaussian mixtures

Jingxing Wang, Vasileios Charisopoulos, Maryam Fazel

We study the problem of learning Gaussian mixture models under overparameterization. Prior work has shown that while overparameterization is essential for avoiding spurious local o…