61 citations · 83 across the 2 of their papers we have counts for
2 papers
cs.IT2009★ 22 cited
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…
cs.IT2005★ 61 cited
Expectation maximization as message passing
J. Dauwels, S. Korl, H. -A. Loeliger
Based on prior work by Eckford, it is shown how expectation maximization (EM) may be viewed, and used, as a message passing algorithm in factor graphs.