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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.
Statistical mechanics and disordered systems
Evolution equations and systems of particles
Random matrices, random graphes, random geometries
Fonctional inequalities
Numerical probabilities / Stochastic algorithm
Random walks with interactions
Bayesian analysis
Statistics of processes
High dimensional statistics
Computational statistics
Machine Learning
Data science
