Book Section

Centorrino, Samuele, Florens, Jean-Pierre and Loubès, Jean-Michel (2022) Fairness in Machine Learning and Econometrics. In: Econometrics with Machine Learning Chan, Felix and Mátyás, László (eds.) Springer. Series “Advanced Studies in Theoretical and Applied Econometrics” Chapter 7. Cham pp. 217-250. ISBN 978-3-031-15151-4

Monograph

Bachoc, François, Bolte, Jérôme, Boustany, Ryan and Loubès, Jean-Michel (2025) When majority rules, minority loses: bias amplification of gradient descent. TSE Working Paper, n. 25-1641, Toulouse