Learning to Guide Local Search for MPE Inference in Probabilistic Graphical Models

Brij Malhotra, Shivvrat Arya, Tahrima Rahman +1

Most Probable Explanation (MPE) inference in Probabilistic Graphical Models (PGMs) is a fundamental yet computationally challenging problem arising in domains such as diagnosis, pl…