Incremental Inference on Higher-Order Probabilistic Graphical Models Applied to Constraint Satisfaction Problems

Simon Streicher

Probabilistic graphical models (PGMs) are tools for solving complex probabilistic relationships. However, suboptimal PGM structures are primarily used in practice. This dissertatio…