Adaptive Cluster Expansion for Inferring Boltzmann Machines with Noisy Data

High-dimensional Ising model selection using ℓ 1 -regularized logistic regression

(2010) Pradeep Ravikumar et al.   ANNALS OF STATISTICS

Intrinsic limitations of the susceptibility propagation inverse inference for the mean field Ising spin glass

(2010) Enzo Marinari et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Small-correlation expansions for the inverse Ising problem

(2009) Vitor Sessak et al.   Journal of Physics A-Mathematical and Theoretical

Constraint satisfaction problems and neural networks: A statistical physics perspective

(2009) Marc Mézard et al.   JOURNAL OF PHYSIOLOGY-PARIS

Replay of rule-learning related neural patterns in the prefrontal cortex during sleep

(2009) Adrien Peyrache et al.   NATURE NEUROSCIENCE

Ising model for neural data: Model quality and approximate methods for extracting functional connectivity

(2009) Yasser Roudi et al.   PHYSICAL REVIEW E

Prediction of Spatiotemporal Patterns of Neural Activity from Pairwise Correlations

(2009) O. Marre et al.   PHYSICAL REVIEW LETTERS

Neuronal couplings between retinal ganglion cells inferred by efficient inverse statistical physics methods

(2009) S. Cocco et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

First-Order Methods for Sparse Covariance Selection

(2008) Alexandre d'Aspremont et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS