El Firdoussi, Aymane

4 publications

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

ICLRW 2025 Synthetic Data Pruning in High Dimensions: A Random Matrix Perspective Aymane El Firdoussi, Mohamed El Amine Seddik, Soufiane Hayou, Reda Alami, Ahmed Alzubaidi, Hakim Hacid

ICMLW 2024 A Random Matrix Analysis of Learning with Noisy Labels Aymane El Firdoussi, Mohamed El Amine Seddik

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