Advanced mean field methods theory and practice

"Bringing together ideas and techniques from diverse disciplines, this book covers the theoretical foundations of advanced mean field methods, explores the relation between the different approaches, examines the quality of the approximation obtained, and demonstrates their application to variou...

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Bibliographic Details
Other Authors: Opper, Manfred., Saad, David.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, ©2001.
Series: Neural information processing series.
Subjects:
Mean field theory.
elektronické knihy
electronic books
ISBN: 9780262281058
Physical Description: 1 online zdroj (xiii, 273 pages) : illustrations.

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Summary: "Bringing together ideas and techniques from diverse disciplines, this book covers the theoretical foundations of advanced mean field methods, explores the relation between the different approaches, examines the quality of the approximation obtained, and demonstrates their application to various areas of probabilistic modeling."--Jacket.
Bibliography: Includes bibliographical references.
ISBN: 9780262281058
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