Statistical Convergence of the EM Algorithm on Gaussian Mixture Models

Ruofei Zhao, Yuanzhi Li, Yuekai Sun

We study the convergence behavior of the Expectation Maximization (EM) algorithm on Gaussian mixture models with an arbitrary number of mixture components and mixing weights. We sh…