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Hierarchical Dirichlet Processes

✍ Scribed by Teh, Yee Whye; Jordan, Michael I; Beal, Matthew J; Blei, David M


Book ID
115468980
Publisher
American Statistical Association
Year
2006
Tongue
English
Weight
543 KB
Volume
101
Category
Article
ISSN
0162-1459

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This paper introduces a bivariate Dirichlet process for modelling a partially exchangeable sequence of observables. The proposed model would be relevant when two distributions are unknown but are thought to be close to each other. For two random distributions with the same marginals, the belief in t