A general error analysis for randomized low-rank approximation methods. - Youssef Diouane; Selime Gürol; Alexandre Scotto Di Perrotolo; Xavier Vasseur (CoRR, 2022)

TREGO: a trust-region framework for efficient global optimization. - Youssef Diouane; Victor Picheny; Rodolphe Le Riche; Alexandre Scotto Di Perrotolo (J. Glob. Optim., 2023)

A general error analysis for randomized low-rank approximation with application to data assimilation. - Alexandre Scotto Di Perrotolo; Youssef Diouane; Selime Gürol; Xavier Vasseur (CoRR, 2024)