1 code implementation • 21 Aug 2017 • Mattia Desana, Christoph Schnörr
SPGMs combine traits from Sum-Product Networks (SPNs) and Graphical Models (GMs): Like SPNs, SPGMs always enable tractable inference using a class of models that incorporate context specific independence.
no code implementations • 25 Apr 2016 • Mattia Desana, Christoph Schnörr
Sum-Product Networks with complex probability distribution at the leaves have been shown to be powerful tractable-inference probabilistic models.