Variational Bayesian Learning Theory (Bog, Hardback, Engelsk)

Variational Bayesian Learning Theory

(Bog, Hardback, Engelsk)
Forfattere: Shinichi (Technische Universitat Berlin) Nakajima, Kazuho Watanabe, Masashi (University of Tokyo) Sugiyama



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Beskrivelse

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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Alle detaljer

Forlag Cambridge University Press
Forfattere Shinichi (Technische Universitat Berlin) Nakajima, Kazuho Watanabe, Masashi (University of Tokyo) Sugiyama
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 11-07-2019
Første udgivelsesår 2019
Originalsprog United Kingdom
Sideantal 558
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 558 pages
Mål 159 x 235 x 38
ISBN-13 / EAN-13 9781107076150