EM's Convergence in Gaussian Latent Tree Models

Yuval Dagan, Anthimos Vardis Kandiros, Constantinos Daskalakis

Abstract: We study the optimization landscape of the log-likelihood function and the convergence of the Expectation-Maximization (EM) algorithm in latent Gaussian tree models, i.e. tree-structured Gaussian g...