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Statistical Physics, Optimization, Inference, and Message-Passing Algorithms

Name: Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
Brand: Oxford University Press
SKU: 09353749
Price: 85.18 EUR
Availability: InStock
Author: Florent Krzakala
ISBN: 9780198743736

Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013

Florent Krzakala

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 09353749

Editoras Oxford University Press, dezembro 2015

In the last decade, there have been an increasing convergence of interest and methods between theore... Descrição completa

Código Libristo: 09353749

206 b

85.18 €

Armazenamento externo Envio em 10-18 dias

Política de devolução de 30 dias

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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.