Belief propagation for networks with loops

Abstract

A novel belief propagation algorithm is derived for the solution of probabilistic models on networks containing short loops.

Document Details

• Document Type: Pub Defense Publication
• Publication Date: Apr 23, 2021
• Source ID: 10.1126/sciadv.abf1211

Entities

People

• Alec Kirkley
• George T. Cantwell
• M. E. J. Newman

Organizations

• National Science Foundation
• Santa Fe Institute
• University of Michigan