Lifted Causal Inference in Relational Domains

Malte Luttermann, Mattis Hartwig, Tanya Braun +2

Lifted inference exploits symmetries in probabilistic graphical models by using a representative for indistinguishable objects, thereby speeding up query answering while maintainin…