Statistical Physics, Optimization, Inference, and Message-Passing Algorithms - Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013 (Hardcover)

In the last decade, there have been an increasing convergence of interest and methods between theoretical physics and fields as diverse as probability, machine learning, optimization and compressed sensing. In particular, many theoretical and applied works in statistical physics and computer science have relied on the use of message passing algorithms and their connection to statistical physics of spin glasses. The aim of this book, especially adapted to PhD students, post-docs, and young researchers, is to present the background necessary for entering this fast developing field.

General

Imprint:	Oxford UniversityPress
Country of origin:	United Kingdom
Series:	Lecture Notes of the Les Houches Summer School
Release date:	December 2015
Editors:	Florent Krzakala (Professor) • Federico Ricci Tersenghi (Professor) • Lenka Zdeborova • Riccardo Zecchina (Professor) • Eric W. Tramel (Postdoctoral Research Fellow) • Leticia F. Cugliandolo (Professor)
Dimensions:	247 x 182 x 22mm (L x W x T)
Format:	Hardcover
Pages:	320
ISBN-13:	978-0-19-874373-6
Categories:	Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Computing & IT > Applications of computing > General Books > Science & Mathematics > Mathematics > Applied mathematics > General Books > Science & Mathematics > Physics > Thermodynamics & statistical physics > Statistical physics
LSN:	0-19-874373-4
Barcode:	9780198743736

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