Machine Learning, Data Science, Statistics, Probability, Editors Pick.
provides a guaranteed method to compute a local maximum likelihood estimation (MLE) of a statistical model that depends on unknown or unobserved data. Although it can be slow to execute when the data set is large; the guarantee of convergence and the algorithm’s ability to work in an unsupervised