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).
Ranking Forests.
AUC criterion, Bagging, Bipartite ranking, Bootstrap, Classification data, Feature randomization, Median ranking, Nonparametric scoring, ROC optimization, Rank aggregation, Tree-based ranking rules
Statistical Approaches in Learning Theory: boosting and ranking.
$U$-processes, $U$-processus, AUC criterion, Algorithmes de classification, Apprentissage statistique, Approximation stochastique, Classification algorithms, Convex risk minimization, Critère AUC, Fast rates, Inégalités oracles, Minimisation de risques convexes, Oracle inequalities, Statistical learning, Stochastic approximation stochastique, Vitesses rapides