Publications (23)
Scaling Analysis of Affinity Propagation
Cyril Furtlehner, Michele Sebag, Xiangliang Zhang
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics
Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner
Using Latent Binary Variables for Online Reconstruction of Large Scale Systems
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Integrals involving four Macdonald functions and their relation to 7zeta(3)/2
Cyril Furtlehner, Stéphane Ouvry
Pairwise MRF Calibration by Perturbation of the Bethe Reference Point
Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes +1
The Role of Normalization in the Belief Propagation Algorithm
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Stochastic Dynamics of Discrete Curves and Multi-type Exclusion Processes
Guy Fayolle, Cyril Furtlehner
Learning Multiple Belief Propagation Fixed Points for Real Time Inference
Cyril Furtlehner, Jean-Marc Lasgouttes, Anne Auger
About Hydrodynamic Limit of Some Exclusion Processes via Functional Integration
Guy Fayolle, Cyril Furtlehner
Stochastic Dynamics of Discrete Curves and Exclusion Processes. Part 1: Hydrodynamic Limit of the ASEP System
Guy Fayolle, Cyril Furtlehner
One-dimensional Particle Processes with Acceleration/Braking Asymmetry
Cyril Furtlehner, Jean-Marc Lasgouttes, Maxim Samsonov
Density Correlations of Magnetic Impurities and Disorder
Jean Desbois, Cyril Furtlehner, Stéphane Ouvry
Statistical Physics Algorithms for Traffic Reconstruction
Arnaud De La Fortelle, Jean-Marc Lasgouttes, Cyril Furtlehner
Cycle-based Cluster Variational Method for Direct and Inverse Inference
Cyril Furtlehner, Aurélien Decelle
Dynamical Windings of Random Walks and Exclusion Models. Part I: Thermodynamic Limit
Guy Fayolle, Cyril Furtlehner
Local stability of Belief Propagation algorithm with multiple fixed points
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Survey-propagation decimation through distributed local computations
Joel Chavas, Cyril Furtlehner, Marc Mezard +1
Belief Propagation and Bethe approximation for Traffic Prediction
Cyril Furtlehner, Jean-Marc Lasgouttes, Arnaud De La Fortelle
Stochastic Deformations of Sample Paths of Random Walks and Exclusion Models
Guy Fayolle, Cyril Furtlehner
Spectral Dynamics of Learning Restricted Boltzmann Machines
Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner
Traffic data reconstruction based on Markov random field modeling
Shun Kataoka, Muneki Yasuda, Cyril Furtlehner +1
A queueing theory approach for a multi-speed exclusion process
Cyril Furtlehner, Jean-Marc Lasgouttes
Random Magnetic Impurities and the Landau Problem
Jean Desbois, Cyril Furtlehner, Stéphane Ouvry