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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Opper, Manfred, Saad, David
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, ©2001.
Colección:Neural information processing series.
Temas:
Mean field theory.
Théorie de champ moyen.
SCIENCE > Physics > Mathematical & Computational.
Mean-Field-Theorie
Aufsatzsammlung
Neurale netwerken.
Informatieverwerking (computer)
Numerieke methoden.
Fase-overgangen.
Mecânica estatística.
Física matemática.
COMPUTER SCIENCE/Machine Learning & Neural Networks
Acceso en línea:Texto completo
Descripción
Sumario:"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
Descripción Física:1 online resource (xiii, 273 pages) : illustrations
Bibliografía:Includes bibliographical references.
ISBN:0585417725
9780585417721
0262281058
9780262281058
0262150549
9780262150545

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