Patrimony
The Louis Bachelier Group's patrimony has been defined as all the publications produced by academic researchers thanks to Group funding (ILB, FdR, IEF, Labex) or via the use of EquipEx data (BEDOFIH, EUROFIDAI).
Stochastic tracking algorithms and empirical concentration inequalities for statistical learning.
Algorithmes Stochastiques, Apprentissage en Ligne, Bornes d'Erreur en Généralisation, Classification Multi-Classes, Empirical Bernstein Inequalities, Feature Selection, Generalization Bounds, Inégalités de Bernstein Empiriques, Martingales, Matching Pursuit, Multiclass Classification, Online Learning, Ranking, Stochastic Algorithms, Sélection de Caractéristiques, U-Statistics, U-Statistiques
Fast Rates for Structured Prediction.
Fast convergence rates, Generalization bounds, Kernel methods, Kernel ridge regression, Local averaging method, Low-density separation, Margin condition, Nearest neighbors, Structured prediction