- Institut de recherche mathématique de RennesFR1 paper
- Institut National des Sciences Appliquées de LyonFR1 paper
- Laboratoire des Sciences pour la Conception, l'Optimisation et la ProductionFR1 paper
- L'Alliance BoviteqCA1 paper
- Maritime Administration of LatviaLV1 paper
- United Nations Children's FundUS1 paper
2 papers
stat.OT2026
Deepest voting on rankings
Jean-Baptiste Aubin, Antoine Rolland, Ioana Gavra +2
This article aims to present a unified framework for ranking-based voting rules based on the use of depth functions on permutations, as a counterpart of deepest voting rules on eva…
stat.ML2026
PAC-Bayesian Generalization Guarantees for Fairness on Stochastic and Deterministic Classifiers
Julien Bastian, Benjamin Leblanc, Pascal Germain +5
Classical PAC generalization bounds on the prediction risk of a classifier are insufficient to provide theoretical guarantees on fairness when the goal is to learn models balancing…