Machine Learning, Statistics, Algorithms, Mathematics, Data Science.
E-step. We can replace Z in the above expression. We write the expected hidden log-likelihood in terms of responsibilities Maximising with respect to λ gives M-step (1) update λ according to responsibilities Maximisation with respect to θ M-step (2) update θ according to the expected counts We then