Learning to Condition: A Neural Heuristic for Scalable MPE Inference

Brij Malhotra, Shivvrat Arya, Tahrima Rahman +1

We introduce learning to condition (L2C), a scalable, data-driven framework for accelerating Most Probable Explanation (MPE) inference in Probabilistic Graphical Models (PGMs), a f…