Averaged Collapsed Variational Bayes Inference

Ishiguro, K; Sato, I; Ueda, N

Ishiguro, K (reprint author), NTT Corp, NTT Commun Sci Labs, Kyoto 6190237, Japan.

JOURNAL OF MACHINE LEARNING RESEARCH, 2017; 18 ( ):

Abstract

This paper presents the Averaged CVB (ACVB) inference and offers convergence-guaranteed and practically useful fast Collapsed Variational Bayes (CVB) ......

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