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Online Variational Inference for the Hierarchical Dirichlet Process
Chong Wang
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Oznake: computer science;artificial intelligence
The hierarchical Dirichlet process (HDP) is a Bayesian nonparametric model that can be used to model mixed-membership data with a potentially infinite number of components. It has been applied widely in probabilistic topic modeling, where the data are documents and the components are distributions o ...
Leto: 2011 Vir: videolectures.net
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