Statistical Physics, Optimization, Inference, and Message-Passing Algorithms : Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013 Hardback
Edited by Florent (Professor, Professor, Universite Pierre et Marie Curie, France) Krzakala, Federico (Professor, Professor, Sapienza University of Rome, Italy) Ricci-Tersenghi, Lenka (, Institut de Physique Theorique, France) Zdeborova, Riccardo (Professor, Professor, Polytechnic University of Turin, Italy) Zecchina, Eric W. (Postdoctoral Research Fellow, Postdoctoral Research Fellow, Ecole Normale Superieur Tramel, Leticia F. (Professor, Professor, Sorbonne Universites, Universite Pierre et Marie Curi Cugliandolo
Part of the Lecture Notes of the Les Houches Summer School series
Hardback
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Description
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.
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Out of StockMore expected soonContact us for further information
- Format:Hardback
- Pages:320 pages
- Publisher:Oxford University Press
- Publication Date:17/12/2015
- Category:
- ISBN:9780198743736
Information
-
Out of StockMore expected soonContact us for further information
- Format:Hardback
- Pages:320 pages
- Publisher:Oxford University Press
- Publication Date:17/12/2015
- Category:
- ISBN:9780198743736
