Em Algorithm, Machine Learning, Data Mining, Jensens Inequality, Bayes Theorem.
variables help break the problem into two, sometimes simpler steps, Expectation and Maximization. The likelihood can be written in terms of the hidden variables Z by marginalizing over the joint distribution p(X, Z | θ ). The sum is over all possible values of Z. There are three main concepts to