Expectation maximization as message passing
Information Theory
2016-11-17 v1 Machine Learning
math.IT
Abstract
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.
Cite
@article{arxiv.cs/0508027,
title = {Expectation maximization as message passing},
author = {J. Dauwels and S. Korl and H. -A. Loeliger},
journal= {arXiv preprint arXiv:cs/0508027},
year = {2016}
}
Comments
To appear in the proceedings of the 2005 IEEE International Symposium on Information Theory, Adelaide, Australia, September 4-9, 2005