Expectation-maximization algorithms for inference in Dirichlet processes mixture

Mixture models are ubiquitous in applied science. In many real-world applications, the number of mixture components needs to be estimated from the data. A popular approach consists of using information criteria to perform model selection. Another approach which has become very popular over the past...

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Bibliographic Details
Main Authors: Kimura, T, Tokuda, T, Nakada, Y, Nokajima, T, Matsumoto, T, Doucet, A
Format: Journal article
Language:English
Published: 2013