Advanced mean field methods

By David Saad

Subjects: Neurale netwerken, Physics, Mean field theory, Mathematical & Computational, Mean-Field-Theorie, Atomic Physics, Aufsatzsammlung, SCIENCE, Théorie de champ moyen, Numerieke methoden, Fase-overgangen, Mecânica estatística, Física matemática, Physical Sciences & Mathematics, Informatieverwerking (computer)

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.