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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 /

This text gathers the lecture notes of the Les Houches Summer School that was held in October 2013 for an audience of advanced graduate students and post-doctoral fellows in statistical physics, theoretical physics, machine learning, and computer science.

Bibliographic Details
Corporate Author: Ecole d'été de physique théorique (Les Houches, Haute-Savoie, France)
Other Authors: Krzakala, Florent (Editor)
Format: Conference Proceeding eBook
Language:English
Published: Oxford : Oxford University Press, 2016.
Subjects:
Statistical physics.
Mathematical optimization.
Inference.
Algorithms.
Algorithms
Physique statistique.
Optimisation mathématique.
Inférence (Logique)
Algorithmes.
algorithms.
Inference
Mathematical optimization
Statistical physics
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary:This text gathers the lecture notes of the Les Houches Summer School that was held in October 2013 for an audience of advanced graduate students and post-doctoral fellows in statistical physics, theoretical physics, machine learning, and computer science.
Physical Description:1 online resource : illustrations (black and white, and colour)
Bibliography:Includes bibliographical references.
ISBN:9780191803802
0191803804
9780198743736
0198743734