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SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models.
Yucen Luo
Alex Beatson
Mohammad Norouzi
Jun Zhu
David Duvenaud
Ryan P. Adams
Ricky T. Q. Chen
Published in:
CoRR (2020)
Keyphrases
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latent variable models
latent variables
real valued
hidden markov models
latent dirichlet allocation
graphical models
training data
density estimation
random variables
probabilistic model
belief propagation
parameter estimation
text mining
hidden variables
variational methods
exact inference
learning algorithm