Advanced mean field methods
Subtitle: theory and practice
By: edited by Manfred Opper and David Saad.
Contributors: Opper, Manfred.; Saad, David.
Series: Neural information processing series
Publisher: MIT Press
Published: 2001
Place of publication: Cambridge, Mass
Language: eng
Number of pages: 273
Subjects: Mean field theory.
Description: "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."--BOOK JACKET.
Notes: Includes bibliographical references.