4 citations · 4 across the 1 of their papers we have counts for
2 papers
stat.ML2017
Sum-Product Graphical Models
Mattia Desana, Christoph Schnörr
This paper introduces a new probabilistic architecture called Sum-Product Graphical Model (SPGM). SPGMs combine traits from Sum-Product Networks (SPNs) and Graphical Models (GMs):…
cs.LG2016★ 4 cited
Learning Arbitrary Sum-Product Network Leaves with Expectation-Maximization
Mattia Desana, Christoph Schnörr
Sum-Product Networks with complex probability distribution at the leaves have been shown to be powerful tractable-inference probabilistic models. However, while learning the intern…