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An Optimization-centric View on Bayes' Rule: Reviewing and Generalizing Variational Inference.
Jeremias Knoblauch
Jack Jewson
Theodoros Damoulas
Published in:
J. Mach. Learn. Res. (2022)
Keyphrases
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variational inference
bayes rule
bayesian inference
probabilistic model
posterior distribution
gaussian process
variational methods
topic models
closed form
support vector
loss function
fuzzy logic
mixture model
prior knowledge
parameter estimation
latent dirichlet allocation