Em Algorithm, Machine Learning, Data Mining, Jensens Inequality, Bayes Theorem.
Christian Zuniga, PhD Figure 1. Example EM model used for mixture models [1] The Expectation-Maximization (EM) algorithm is one of the main algorithms in machine learning for estimation of model parameters [2][3][4]. For example, it is used to estimate mixing coefficients, means, and covariances in