Variational Bayesian Learning Theory

Download or Read eBook Variational Bayesian Learning Theory PDF written by Shinichi Nakajima and published by Cambridge University Press. This book was released on 2019-07-11 with total page 561 pages. Available in PDF, EPUB and Kindle.
Variational Bayesian Learning Theory
Author :
Publisher : Cambridge University Press
Total Pages : 561
Release :
ISBN-10 : 9781107076150
ISBN-13 : 1107076153
Rating : 4/5 (50 Downloads)

Book Synopsis Variational Bayesian Learning Theory by : Shinichi Nakajima

Book excerpt: This introduction to the theory of variational Bayesian learning summarizes recent developments and suggests practical applications.


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The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate sta