Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression

Zhankun Luo, Abolfazl Hashemi

We study the trajectory of iterations and the convergence rates of the Expectation-Maximization (EM) algorithm for two-component Mixed Linear Regression (2MLR). The fundamental goa…