Marcel Gehrke

Lifted Causal Inference

Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke

Lifted inference exploits indistinguishabilities in probabilistic graphical models by using a representative for indistinguishable objects, thereby speeding up query answering while maintaining exact answers. In this article, we show how lifting can be applied to efficiently comp…Read more