Em Algorithm, Machine Learning, Algorithms, Expectation Maximization, Maximum Likelihood.
for discovering the values of latent variables. Advantages of EM algorithm It is always guaranteed that likelihood will increase with each iteration. The E-step and M-step are often pretty easy for many problems in terms of implementation. Solutions to the M-steps often exist in the closed-form.