Inference for Probabilistic Dependency Graphs

Oliver E. Richardson, Joseph Y. Halpern, Christopher De Sa

Probabilistic dependency graphs (PDGs) are a flexible class of probabilistic graphical models, subsuming Bayesian Networks and Factor Graphs. They can also capture inconsistent bel…