Federated Learning Aggregation: New Robust Algorithms with Guarantees. - Adnan Ben Mansour; Gaia Carenini; Alexandre Duplessis; David Naccache (ICMLA, 2022)

FedControl: When Control Theory Meets Federated Learning. - Adnan Ben Mansour; Gaia Carenini; Alexandre Duplessis; David Naccache (CoRR, 2022)

Adversarial Path Planning for Optimal Camera Positioning. - Gaia Carenini; Alexandre Duplessis (CoRR, 2023)

Tackling Computational Heterogeneity in FL: A Few Theoretical Insights. - Adnan Ben Mansour; Gaia Carenini; Alexandre Duplessis (CoRR, 2023)

On the Stability of Iterative Retraining of Generative Models on their own Data. - Quentin Bertrand; Avishek Joey Bose; Alexandre Duplessis; Marco Jiralerspong; Gauthier Gidel (ICLR, 2024)

Unlearning-based Neural Interpretations. - Ching Lam Choi; Alexandre Duplessis; Serge J. Belongie (ICLR, 2025)