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"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.
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Previews available in: English
Subjects
Mean field theory, Théorie de champ moyen, SCIENCE, Physics, Mathematical & Computational, Mean-Field-Theorie, Aufsatzsammlung, Neurale netwerken, Informatieverwerking (computer), Numerieke methoden, Fase-overgangen, Physical Sciences & Mathematics, Atomic Physics, Mecânica estatística, Física matemática, Mathematical statisticsShowing 4 featured editions. View all 4 editions?
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1
Advanced Mean Field Methods: Theory and Practice
2019, MIT Press
in English
0262281058 9780262281058
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2
Advanced Mean Field Methods: Theory and Practice (Neural Information Processing)
February 19, 2001, The MIT Press
Hardcover
in English
0262150549 9780262150545
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aaaa
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3
Advanced mean field methods: theory and practice
2001, MIT Press
in English
0262150549 9780262150545
|
zzzz
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WorldCat
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4
Advanced Mean Field Methods: Theory and Practice
2001, MIT Press
in English
0585417725 9780585417721
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zzzz
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Book Details
First Sentence
"A major problem in modern probabilistic modeling is the huge computational complexity involved in typical calculations with multivariate probability distributions when the number of random variables is large."
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- Created April 30, 2008
- 6 revisions
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July 30, 2019 | Edited by MARC Bot | associate edition with work OL17832735W |
August 12, 2010 | Edited by IdentifierBot | added LibraryThing ID |
April 24, 2010 | Edited by Open Library Bot | Fixed duplicate goodreads IDs. |
April 16, 2010 | Edited by bgimpertBot | Added goodreads ID. |
April 30, 2008 | Created by an anonymous user | Imported from amazon.com record |