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hierarchical dirichlet processes

7 papers

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Also known as

HDP

Co-occurring keywords

hierarchical dirichlet process (49) topic model (290) nonparametric bayesian (124) bayesian nonparametrics (175) markov chain monte carlo (724) gibbs sampling (201) variational inference (2069) hierarchical modeling (30) latent dirichlet allocation (171) adaptor grammars (11)

Papers

Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Learning to Learn with Compound HD Models NIPS 2011
Asynchronous Distributed Learning of Topic Models NIPS 2008
Syntactic Topic Models NIPS 2008
Infinite State Bayes-Nets for Structured Domains NIPS 2007
Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NIPS 2006
Hierarchical Dirichlet Processes with Random Effects NIPS 2006