The rank of random regular digraphs of constant degree. - Alexander E. Litvak; Anna Lytova; Konstantin E. Tikhomirov; Nicole Tomczak-Jaegermann; Pierre Youssef (J. Complex., 2018)

Outliers in spectrum of sparse Wigner matrices. - Konstantin E. Tikhomirov; Pierre Youssef (Random Struct. Algorithms, 2021)

How Bad is Training on Synthetic Data? A Statistical Analysis of Language Model Collapse. - Mohamed El Amine Seddik; Suei-Wen Chen; Soufiane Hayou; Pierre Youssef; Mérouane Debbah (CoRR, 2024)

Finite-Sample Analysis of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning. - Suei-Wen Chen; Keith Ross; Pierre Youssef (CoRR, 2024)

On the Stability of the Jacobian Matrix in Deep Neural Networks. - Benjamin Dadoun; Soufiane Hayou; Hanan Salam; Mohamed El Amine Seddik; Pierre Youssef (CoRR, 2025)