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Computation of marginal likelihoods with data-dependent support for latent variables.
Sarah E. Heaps
Richard J. Boys
Malcolm Farrow
Published in:
Comput. Stat. Data Anal. (2014)
Keyphrases
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data dependent
latent variables
random variables
probabilistic model
risk bounds
latent variable models
prior knowledge
structural svms
probability distribution
rademacher complexity
topic models
observed variables
gaussian process
approximate inference
hidden variables
computer vision
graphical models
multiscale