Detailed Derivations of Small-Variance Asymptotics for some Hierarchical Bayesian Nonparametric Models.
作者： Jonathan H. Huggins , Ardavan Saeedi , Matthew J. Johnson
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摘要: … In this note we provide detailed derivations of two versions of small-variance asymptotics for hierarchical Dirichlet process (HDP) mixture models and the HDP hidden Markov model (…
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Charles E. Antoniak, Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems Annals of Statistics. ,vol. 2, pp. 1152- 1174 ,(1974) , 10.1214/AOS/1176342871