Learning Sum-Product Networks with Direct and Indirect Variable Interactions

Published in ICML, 2014

Recommended citation: Rooshenas, A., Lowd, D., Learning Sum-Product Networks with Direct and Indirect Variable Interactions, In Proc. of the Thirty-First International Conference on Machine Learning, 2014. http://proceedings.mlr.press/v32/rooshenas14.pdf

Illustrative comparison of LearnSPN and ID-SPN:

LearnSPN:

ID-SPN: