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Inside-Outside Probability Computation for Belief Propagation

by: Taisuke Sato
(2007)

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yaroslavvb has 0 private notes og 1 public note for this article.
  • inside-outside = sum product
yaroslavvb (public ) - 2007-12-21 22:28:57

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In this paper we prove that the well-known correspondence between the forward-backward algorithm for hidden Markov models (HMMs) and belief propagation (BP) applied to HMMs can be generalized to one between BP for junction trees and the generalized inside-outside probability computation for probabilistic logic programs applied to junction trees.


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