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Variational Bayesian Learning Theory
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Variational Bayesian Learning Theory

by Kazuho Watanabe , Masashi Sugiyama , Shinichi Nakajima

Book Details

Format Hardback or Cased Book
ISBN-10 1107076153
ISBN-13 9781107076150
Publisher Cambridge University Press
Imprint Cambridge University Press
Country of Manufacture GB
Country of Publication GB
Publication Date Jul 11th, 2019
Print length 558 Pages
Weight 922 grams
Dimensions 15.90 x 23.50 x 3.80 cms
Product Classification: Bayesian inference Science: general issues Machine learning
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Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian learning, a popular machine learning method, and suggests how to make use of it in practice. Detailed derivations allow readers to follow along without prior knowledge of the specific mathematical techniques.

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