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Variational Bayesian Learning Theory

By: Shinichi (Technische Universitat Berlin) Nakajima (Author) , Kazuho Watanabe (Author) , Masashi (University of Tokyo) Sugiyama (Author)

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Ksh 29,500.00

Format: Hardback or Cased Book

ISBN-13: 9781107076150

Publisher: Cambridge University Press

Publication Date: Jul 11th, 2019

Weight: 922 grams

Dimension: 15.90 x 23.50 x 3.80 cms

Category: Bayesian inference

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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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