Em Algorithm, Machine Learning, Data Mining, Jensens Inequality, Bayes Theorem.
this function are deemed to be the correct model parameters. EM is useful alternative to gradient descent and may have several advantages. 1 It enforces constraints more naturally such as keeping a covariance matrix positive definite. 2. It may converge faster in many situations such as for mixture