Stochastic Navier-Sokes equations Pontryagin principle Infinite horizon Periodic evolution families BIC Finite elements Malliavin calculus Logistic regression Carte auto-organisatrice Random graphs Health Monitoring Entropy methods Hidden Markov models Numérique Markov chains Cyclic projections Belief Propagation Classification Clustering EM algorithm Almost periodic function Best constants Co-clustering Functional data Anomaly detection Coopération Exchangeability Agent-based modeling Keyword Fonction publique 46B20 Exponential moments 49J50 Cross validation Inclusion Variational methods SOM Difference inequation Innovation France Données de grande dimension Change-point detection Optimal control Asymptotic behavior Differential equations Multiplicative noise Fast diffusion equation Graphs Lasso Kernel Education Gaussian process Difference equation Graphe Exponential dichotomy De Pierro's conjecture Digital Almost periodic functions Discrete time Variables selection Dynamic networks Mean field interaction Wavelets Inf-convolution Visualisation NLP Implicit time discretization Classification non supervisée Time series Model selection Fixed point Almost automorphic function 62M10 17th century English Formation des enseignants Classification croisée Variational inference Adaptive estimation Asymptotic statistic Graph Evolution equation Enseignant Anomaly Detection Binary Diffing Dimension reduction Sélection de variables Aircraft engine Bayesian inference High-dimensional data Prediction Large deviations Strong convergence Fonctions presque-périodiques Functional differential equation Causal processes Banach spaces Stochastic PDEs Fractional Brownian motion Stochastic block models Mixture models