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From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models.
Aytunc Sahin
Yatao Bian
Joachim M. Buhmann
Andreas Krause
Published in:
CoRR (2020)
Keyphrases
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variational inference
probabilistic model
posterior distribution
variational methods
closed form
bayesian inference
gaussian process
approximate inference
factor graphs
multiscale
model selection
generative model
sample size
conditional random fields
bayesian framework