Em Algorithm, Machine Learning, Data Mining, Jensens Inequality, Bayes Theorem.
understand to derive the EM algorithm: Bayes’ Theorem for more than two variables, Jensen’s inequality for concave functions, and the Kullback-Leibler divergence to compare probability distributions. Bayes’ Theorem plays an important role in the EM algorithm. Many are familiar with the theorem with