The Privacy Power of Correlated Noise in Decentralized Learning. - Youssef Allouah; Anastasia Koloskova; Aymane El Firdoussi; Martin Jaggi; Rachid Guerraoui (ICML, 2024)

High-dimensional Learning with Noisy Labels. - Aymane El Firdoussi; Mohamed El Amine Seddik (CoRR, 2024)

Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory. - Aymane El Firdoussi; Mohamed El Amine Seddik; Soufiane Hayou; Réda Alami; Ahmed Alzubaidi; Hakim Hacid (ICLR, 2025)