Em Algorithm, Machine Learning, Data Mining, Jensens Inequality, Bayes Theorem.
a local maximum. The maximization step may proceed in different ways depending on the form of the distributions. For example in Gaussian mixture models, a modification of the maximum likelihood estimates gives analytical results. In other situations there may not be an analytical solution but