Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks

Priyank Jaini, Amur Ghose, Pascal Poupart

Abstract: In this paper, we present Prometheus, a graph partitioning based algorithm that creates multiple variable decompositions efficiently for learning Sum-Product Network structures across both continuo...