Expectation-Maximization
Iterate between E- and M-Step!
Expectation-Step: Assume the model (cluster parameters) to be correct and find the most likely distribution of the data with respect to the model.
Maximization-Step: Assume the distribution to be correct and maximize the likelihood of the model (cluster parameter) with respect to the data.