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collapsed variational inference

7 papers

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Co-occurring keywords

variational inference (2069) variational bayesian inference (27) probabilistic modeling (852) gibbs sampling (201) conjugate exponential family (2) probabilistic model (476) topic model (290) collapsed inference (4) topic modeling (461) latent dirichlet allocation (171)

Papers

Collapsed variational Bayes for Markov jump processes NIPS 2017
BayesPy: Variational Bayesian Inference in Python JMLR 2016
Collapsed Variational Bayesian Inference for Hidden Markov Models AISTATS 2013
Fast Variational Inference in the Conjugate Exponential Family NIPS 2012
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NIPS 2008
Collapsed Variational Inference for HDP NIPS 2007
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation NIPS 2006