Lifting Factor Graphs with Some Unknown Factors for New Individuals

Malte Luttermann, Ralf Möller, Marcel Gehrke

Lifting exploits symmetries in probabilistic graphical models by using a representative for indistinguishable objects, allowing to carry out query answering more efficiently while…