An edition of Advanced mean field methods (2001)
Advanced Mean Field Methods
Theory and Practice (Neural Information Processing)
By David Saad
Publish Date
February 19, 2001
Publisher
The MIT Press
Language
eng
Pages
300
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.
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 statistics