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 (επιμελητής.), Saad, David (επιμελητής.)
Format: eBook
Language:English
Published: Cambridge, Mass. : MIT Press, c2001.
Series:Neural information processing series
Subjects:
Online Access:http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=62618
Description
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.
Physical Description:1 ηλεκτρονική πηγή (xiii, 273 σ.) : εικ.
Bibliography:Includes bibliographical references.
ISBN:0585417725
9780585417721
0262281058
9780262281058
0262150549
9780262150545