Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities

Wei Qian, Yuqian Zhang, Yudong Chen

This work studies the location estimation problem for a mixture of two rotation invariant log-concave densities. We demonstrate that Least Squares EM, a variant of the EM algorithm…