Description

Book Synopsis
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.

Variational Bayesian Learning Theory

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    A Paperback by Shinichi Nakajima

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      Publisher: Cambridge University Press
      Publication Date: 2/6/2025
      ISBN13: 9781107430761, 978-1107430761
      ISBN10: 1107430763
      Also in:
      Science & Nature Science: general issues

      Description

      Book Synopsis
      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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