Bayesian Econometrics 11E - Search Videos

Hierarchical Dirichlet Processes

YouTubeMicrosoft Research

Hierarchical Dirichlet Processes

We propose the hierarchical Dirichlet process (HDP), a hierarchical, nonparametric, Bayesian model for clustering problems involving multiple groups of data. Such grouped clustering problems occur often in practice, e.g. in the problem of topic discovery in document corpora (Hoffman 1999, Blei et al 2003). Each group of data is modeled with a ...

4.3K viewsSep 6, 2016

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The power of Bayesian reasoning | BBC Ideas

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