Machine Learning, Data Science, Statistics, Probability, Editors Pick.
optimality. To explain, the disadvantage of the EM algorithm is that it is only guaranteed to find an estimate of θ that finds a local maximum of the likelihood P(X|θ) and not necessarily the absolute maximum. In a perfect world, the true maximum likelihood estimate could be found by maximizing the