laboratoire de physique statistique
 
 
laboratoire de physique statistique

Publications

Rechercher
 
2016
Statistical physics of inference: thresholds and algorithms - Zdeborova, Lenka and Krzakala, Florent
ADVANCES IN PHYSICS 65453-552 (2016) 
LPS
Approximate message passing with restricted Boltzmann machine priors - Tramel, Eric W. and Dremeau, Angelique and Krzakala, Florent
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT  (2016) 
LPS
Phase Transitions and Sample Complexity in Bayes-Optimal Matrix Factorization - Kabashima, Yoshiyuki and Krzakala, Florent and Mezard, Marc and Sakata, Ayaka and Zdeborova, Lenka
IEEE TRANSACTIONS ON INFORMATION THEORY 624228-4265 (2016) 
LPS
 
2015
Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes - Barbier, Jean and Schuelke, Christophe and Krzakala, Florent
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT  (2015) 
LPS
 
2014
Belief-propagation-guided Monte-Carlo sampling - Decelle, Aurelien and Krzakala, Florent
PHYSICAL REVIEW B 89 (2014) 
LPS
Spectral density of the non-backtracking operator on random graphs - Saade, A. and Krzakala, F. and Zdeborova, L.
EPL 107 (2014) 
LPS