Optimized realization of Bayesian networks in reduced normal form using latent variable model

Bayesian networks in their Factor Graph Reduced Normal Form are a powerful paradigm for implementing inference graphs. Unfortunately, the computational and memory costs of these networks may be considerable even for relatively small networks, and this is one of the main reasons why these structures...

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Bibliographic Details
Published in:Soft computing (Berlin, Germany) Vol. 25; no. 10; pp. 7029 - 7040
Main Authors: Gennaro, Giovanni Di, Buonanno, Amedeo, Palmieri, Francesco A. N.
Format: Journal Article
Language:English
Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.05.2021
Springer Nature B.V
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ISSN:1432-7643, 1433-7479
Online Access:Get full text
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