Publications

2025

Aymane El Firdoussi, Mohamed El Amine Seddik, Soufiane Hayou, Reda Alami, Ahmed Alzubaidi, Hakim Hacid, “Maximizing the Potential of Synthetic data: Insights from Random Matrix Theory”, Published at ICLR 2025 [paper] [code]

2024

Aymane El Firdoussi, Mohamed El Amine Seddik, “High-dimensional Learning with Noisy Labels”, Accepted at ICML 2024 workshop on High Dimensional Learning Dynamics [preprint] [workshop-paper] [code]

Youssef Allouah, Anastasia Koloskova, Aymane El Firdoussi, Martin Jaggi, Rachid Guerraoui, “The Privacy Power of Correlated Noise in Decentralized Learning”, Published at ICML 2024 [paper][code]