paper

Belief Propagation as Diffusion

arXiv:2107.12230 · doi:10.1007/978-3-030-80209-7

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.

10 pages, 3 figures, GSI'21 conference

Belief Propagation as Diffusion · wovepaper