Belief Propagation as Diffusion

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Jul 26, 2021
Olivier Peltre
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We introduce novel belief propagation algorithms to estimate the marginals of a high dimensional probability distribution. They involve natural (co)homological constructions relevant for a localised description of statistical systems.

* Geometric Science of Information, 5th International Conference GSI 2021 Paris France July 21-23 2021 Proceedings, Frank Nielsen and Frederic Barbaresco, Springer International Publishing  * 10 pages, 3 figures, GSI'21 conference  
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