Hierarchical Dirichlet processes

We consider problems involving groups of data where each observation within a group is a draw from a mixture model and where it is desirable to share mixture components between groups. We assume that the number of mixture components is unknown a priori and is to be inferred from the data. In this se...

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Bibliographic Details
Main Authors: Teh, Y, Jordan, M, Beal, M, Blei, D
Format: Journal article
Language:English
Published: 2006