Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression

Jeongyeol Kwon, Wei Qian, Constantine Caramanis +2

The Expectation-Maximization algorithm is perhaps the most broadly used algorithm for inference of latent variable problems. A theoretical understanding of its performance, however…