EM algorithm and variants: an informal tutorial

Details EM algorithm and variants: an informal tutorial EM algorithm and variants: an informal tutorial

2011-05-07

arxiv.org/abs/1105.1476v1

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The expectation-maximization (EM) algorithm introduced by Dempster et al in
1977 is a very general method to solve maximum likelihood estimation problems.
In this informal report, we review the theory behind EM as well as a number of
EM variants, suggesting that beyond the current state of the art is an even
much wider territory still to be discovered.

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