Expectation Maximization as Message Passing - Part I: Principles and Gaussian Messages

Justin Dauwels, Andrew Eckford, Sascha Korl +1

It is shown how expectation maximization (EM) may be viewed as a message passing algorithm in factor graphs. In particular, a general EM message computation rule is identified. As…