Probabilities and Statistics
The main themes of the "Probability and Statistics" group are:
equilibrium and non-equilibrium statistical physics, high-dimensional functional inequalities, Bayesian analysis and computational statistics, high dimension and geometric inference, clustering and statistical learning, statistics of random processes.
The list below provides the main speakers for each research topics.
PROBABILITIES
Statistical mechanics and disordered systems
- Djalil Chafaï
- Clément Cosco
- Béatrice de Tilière
- François Huveneers
- Alessandra Iacobucci
- Stefano Olla
- François Simenhaus
- Cristina Toninelli
- José Trashorras
Evolution equations and systems of particles
- Djalil Chafaï
- Stéphane Mischler
- Cristina Toninelli
Random matrices, random graphes, random geometries
- Djalil Chafaï
- Justin Salez
Fonctional inequalities
- Djalil Chafaï
- Justin Salez
Numerical probabilities / Stochastic algorithm
- Djalil Chafaï
- Yating Liu
- Christian P. Robert
Random walks with interactions
- Clément Cosco
- François Huveneers
- Julien Poisat
- François Simenhaus
STATISTICS
Bayesian analysis
- Marc Hoffmann
- Vincent Rivoirard
- Christian P. Robert
- Robin Ryder
- Julien Stoehr
Statistics of processes
- Emmanuel Bacry
- Marc Hoffmann
- Katia Meziani
- Vincent Rivoirard
- Angelina Roche
High dimensional statistics
- Laëtitia Comminges
- Vincent Divol
- Katia Meziani
- Vincent Rivoirard
- Angelina Roche
Computational statistics
- Madalina Olteanu
- Christian P. Robert
- Fabrice Rossi
- Julien Stoehr
Machine Learning
- Pierre Brugière
- Vincent Divol
- Madalina Olteanu
- Christian P. Robert
- Fabrice Rossi
- Gabriel Turinici
Data science
- Patrice Bertrand
- Fabrice Rossi
