Variational Bayesian Learning Theory

Engelstalig

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

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Variational Bayesian Learning Theory - Shinichi (Technische Universitat Berlin) Nakajima, Kazuho Watanabe, Masashi (University of Tokyo) Sugiyama

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Omschrijving

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.