Cyril Furtlehner
Chargé de Recherche Inria Saclay
TAU Project Team
Phone : +33 (0)1 69 15 39 28
Fax : +33 (0)1 69 15 42 40
Research Areas
- Statistical physics for Machine learning & Optimization
- Theory of machine learning
- Generative models, restricted Boltzmann machines
- Inverse Ising Problem
- Belief Propagation & Traffic Inference
- Clustering
- Combinatorial Optimization
- Stochastic Particle Processes
- Multi-types Exclusion Processes
- Microscopic Models for Traffic
Publications
Slides
Projects
- CWI/INRIA Collaboration
on Machine learning for
Space Weather
(2015-2019):
- Coupling physics based simulation with artificial intelligence
- ANR TRAVESTI (2009-2012):
- Ising Model and Belief Propagation for Traffic inference
Simulators and Programs
-
*-ips solver for sparse inverse covariance matrix estimation with constraints.
-
Ksat distributed
solver based on survey propagation.
Education
- Phd in theoretical physics, Paris VI University (1997)