Search Results for author: Mattia Desana

Found 2 papers, 1 papers with code

Sum-Product Graphical Models

1 code implementation21 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.

Density Estimation

Learning Arbitrary Sum-Product Network Leaves with Expectation-Maximization

no code implementations25 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.

Density Estimation

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