Machine Learning, Em Algorithm, Collaborative Filtering, Recommendation System, Generative Model.
of the original function l_old; therefore, a proxy function l_hat is used. l_hat is in the form as below. Bayesian statistics is used here. Detailed math tricks are beyond the capacity of this story but there are plenty of proof in the internet. The E-step of the EM algorithm is to find the