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On the Latent Variable Interpretation in Sum-Product Networks.
Robert Peharz
Robert Gens
Franz Pernkopf
Pedro M. Domingos
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2017)
Keyphrases
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latent variables
sum product
probabilistic model
latent variable models
posterior distribution
real valued
message passing
gaussian process
hidden variables
data analysis
network structure
topic models
information retrieval
email
approximate inference
observed variables
bayesian networks