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

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

AvLeticia F. Cugliandolo,Eric W. Tramel

E-bok
PDF, Engelska, 2015

687 kr

Läs direkt i Bokus Reader – eller ladda ned till din enhet (PDF kräver ofta zoom och scroll på små skärmar).

Beskrivning

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 PhDstudents, post-docs, and young researchers, is to present the background necessary for entering this fast developing field.

Produktinformation

Utforska kategorier

Hoppa över listan

Du kanske också är intresserad av

From Quantum Fields to Spin Glasses

Roberto Aloisio, Maria Chiara Angelini, Marco Bonvini, Giacomo Gradenigo, Enzo Marinari, Antonio Davide Polosa, Federico Ricci-Tersenghi

Inbunden, 2026

627 kr

Post-Planck Cosmology

Leticia F. Cugliandolo, Matias Zaldarriaga, Benjamin Wandelt, Patrick Peter, Cedric Deffayet

E-bok
2015

756 kr

Del 100

Post-Planck Cosmology

Cedric Deffayet, Cédric Deffayet, Patrick Peter, Benjamin Wandelt, Matías Zaldarriaga, Leticia F. Cugliandolo

Inbunden, 2015

1 336 kr