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Probabilistic Deep Learning using Random Sum-Product Networks.
Robert Peharz
Antonio Vergari
Karl Stelzner
Alejandro Molina
Martin Trapp
Kristian Kersting
Zoubin Ghahramani
Published in:
CoRR (2018)
Keyphrases
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deep learning
sum product
unsupervised learning
message passing
unsupervised feature learning
machine learning
weakly supervised
probabilistic model
bayesian networks
maximum likelihood
viewpoint
belief propagation
mental models