Machine Learning, Clustering, Gaussian Mixture Model.
logs. Now, the question may arise: the maximum of the lower bound is not the maximum of the actual log likelihood which we are after, right? So, what do we do? Below is a really nice visualization of EM algorithm’s convergence from the computational statistics course by Duke University.