Sensitivity analysis and algorithmic fairness for machine learning and artificial intelligence. (Analyse de sensibilité et équité algorithmique pour le machine learning et l'intelligence artificielle). - Clément Benesse (2022)

Fairness seen as global sensitivity analysis. - Clément Benesse; Fabrice Gamboa; Jean-Michel Loubes; Thibaut Boissin (Mach. Learn., 2024)

WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles. - Patrick Mesana; Clément Benesse; Hadrien Lautraite; Gilles Caporossi; Sébastien Gambs (Proc. Priv. Enhancing Technol., 2025)

On the Usage of Gaussian Process for Efficient Data Valuation. - Clément Benesse; Patrick Mesana; Athénaïs Gautier; Sébastien Gambs (CoRR, 2025)