Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013
Edited by Florent Krzakala, Federico Ricci-Tersenghi, Lenka Zdeborova, Riccardo Zecchina, Eric W. Tramel, and Leticia F. Cugliandolo
Author Information
Edited by Florent Krzakala, Professor, Université Pierre et Marie Curie, France, Federico Ricci-Tersenghi, Professor, Sapienza University of Rome, Italy, Lenka Zdeborova, Institut de Physique Théorique, France, Riccardo Zecchina, Professor, Polytechnic University of Turin, Italy, Eric W. Tramel, Postdoctoral Research Fellow, École Normale Supérieure, France, and Leticia F. Cugliandolo, Professor, Sorbonne Universités, Université Pierre et Marie Curie, France
Florent Krzakala is a Professor in physics at Université Pierre et Marie in Paris, France, and is doing his research in Ecole Normale Supérieure on statistical physics and disordered systems. Currently, he is leading a research team working on the development of interdisciplinary methods between statistical physics and computer science.
Federico Ricci-Tersenghi is Associate Professor at the University of Rome La Sapienza, Italy. He his the co-author of "Scientific Programming: C-Language, Algorithms and Models in Science". He has an interest in the statistical physics of disordered systems, such as spin glasses, glasses, networks, optimization problems, inference and learning.
Eric W. Tramel is a postdoctoral research fellow at Ecole Normale Supérieure in Paris, France, researching the interface between statistical physics and signal processing from the perspective of electrical computer engineering.
Riccardo Zecchina is a professor at the Politecnico di Torino, Italy. His research interest lies at the interface between statistical physics, computer science, information theory and computational biology. Curently, he us engaged in applying the statistical physics techniques to inverse problems that arise in computational biology and neuroscience.
Lenka Zdeborová is a researcher in the Institute for Theoretical Physics (IPhT) of the Centre National de la Recherche Scientifique in Saclay, France. Her main research interest are applications of methods from statistical mechanics and theoretical physics to problems in computer science, information theory, signal processing and machine learning. She was recently awarded the CNRS bronze medal for her work on statistical physics and computer science.; Leticia F. Cugliandolo is Professor at the Laboratoire de Physique Theorique et Hautes Energies Universite Pierre et Marie Curie, Paris, France. She is the director of the Les Houches School of Physics.
Contributors:
Florent Krzakala
Federico Ricci-Tersenghi
Eric W. Tramel
Riccardo Zecchina
Lenka Zdeborova
Leticia F. Cugliandolo
Devavrat Shah
Cris Moore
Giorgio Parisi
Marc Mezard
Andrea Montanari
Amin Coja-Oghlan
David Gamarnik
Manfred Opper