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.

翻译：我们采用了新的信仰传播算法,以估计高维概率分布的边缘,这些算法涉及与本地化统计系统描述相关的自然(生物)生理构造。