Belief Propagation as Diffusion
Algebraic Topology
2021-07-27 v1 Artificial Intelligence
Mathematical Physics
math.MP
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.
Cite
@article{arxiv.2107.12230,
title = {Belief Propagation as Diffusion},
author = {Olivier Peltre},
journal= {arXiv preprint arXiv:2107.12230},
year = {2021}
}
Comments
10 pages, 3 figures, GSI'21 conference