Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems

no code implementations • 24 Sep 2022 • Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An

Belief Propagation (BP) is an important message-passing algorithm for various reasoning tasks over graphical models, including solving the Constraint Optimization Problems (COPs).

Graph Attention Self-Supervised Learning