Belief Propagation as Diffusion

DOI10.1007/978-3-030-80209-7_59arXiv2107.12230MaRDI QIDQ6373768

Publication date: 26 July 2021

Abstract: 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.

Mathematics Subject Classification ID

Statistics (62-XX) Hypergraphs (05C65) Probability theory and stochastic processes (60-XX)

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