Belief Propagation as Diffusion

被引：0
|
作者：
Peltre, Olivier [1 ]
机构：
[1] Univ Artois, Fac Jean Perrin LML, Rue Jean Souvraz, F-62307 Lens, France
来源：
GEOMETRIC SCIENCE OF INFORMATION (GSI 2021) | 2021年 / 12829卷
关键词：
CLUSTER VARIATION METHOD;
D O I：
10.1007/978-3-030-80209-7_59
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：547 / 556
页数：10
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