New Liftable Classes for First-Order Probabilistic Inference

Seyed Mehran Kazemi, Angelika Kimmig, Guy Van den Broeck +1

Statistical relational models provide compact encodings of probabilistic dependencies in relational domains, but result in highly intractable graphical models. The goal of lifted i…