Variational Bayesian Learning Theory

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

Description

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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Writer
Nakajima, Shinichi (Technische Universitat Berlin), Watanabe, Kazuho, Sugiyama, Masashi (University of Tokyo)
Title
Variational Bayesian Learning Theory
Publisher
Cambridge University Press
Year
2025
Language
English
Pages
559
Weight
836 gr
EAN
9781107430761
Dimensions
151 x 230 x 40 mm
Binding format
Paperback / softback

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