Beyond the EM Algorithm: Constrained Optimization Methods for Latent Class Model

Hao Chen, Lanshan Han, Alvin Lim

Latent class model (LCM), which is a finite mixture of different categorical distributions, is one of the most widely used models in statistics and machine learning fields. Because…