Learning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps

Kaiyu Zheng, Andrzej Pronobis, Rajesh P. N. Rao

We introduce Graph-Structured Sum-Product Networks (GraphSPNs), a probabilistic approach to structured prediction for problems where dependencies between latent variables are expre…