Understanding Domain-Size Generalization in Markov Logic Networks

Florian Chen, Felix Weitkämper, Sagar Malhotra

We study the generalization behavior of Markov Logic Networks (MLNs) across relational structures of different sizes. Multiple works have noticed that MLNs learned on a given domai…