Lifted MAP Inference for Markov Logic Networks

Somdeb Sarkhel, Deepak Venugopal, Parag Singla, Vibhav Gogate

Abstract: In this paper, we present a new approach for lifted MAP inference in Markov Logic Networks (MLNs). Our approach is based on the following key result that we prove in the paper: if an MLN has no sha...