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Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013
Language
English
English
Book
Hardback
In the last decade, there have been an increasing convergence of interest and methods between theore...
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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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About the book
Full name
Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
Author
Florent Krzakala
Language
English
English
Binding
Book - Hardback
Date of issue
2015
Number of pages
320
EAN
9780198743736
ISBN
0198743734
Libristo code
09353749
Publishers
Oxford University Press
Weight
694
Dimensions
178 x 256 x 21
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