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Easy Variational Inference for Categorical Models via an Independent Binary Approximation.
Michael T. Wojnowicz
Shuchin Aeron
Eric L. Miller
Michael C. Hughes
Published in:
ICML (2022)
Keyphrases
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variational inference
probabilistic model
statistical models
bayesian inference
statistical model
closed form
variational approximation
prior knowledge
bayesian framework
probabilistic graphical models
co occurrence
mixture model
parameter estimation
topic models
incomplete data
posterior distribution