Machine Learning, Data Science, Statistics, Probability, Editors Pick.
goal of the EM algorithm is to alternate between improving the underlying statistical model and updating the latent representation of the data until a convergence criteria is met. Commonly, the following notation is used when describing the EM algorithm and other related probabilistic models. X: