High dimensional classification with combined adaptive sparse PLS and logistic regression. - Ghislain Durif; Laurent Modolo; Jakob Michaelsson; Jeff E. Mold; Sophie Lambert-Lacroix; Franck Picard (Bioinform., 2018)

Probabilistic count matrix factorization for single cell expression data analysis. - Ghislain Durif; Laurent Modolo; Jeff E. Mold; Sophie Lambert-Lacroix; Franck Picard (Bioinform., 2019)

Kernel Operations on the GPU, with Autodiff, without Memory Overflows. - Benjamin Charlier; Jean Feydy; Joan Alexis Glaunès; François-David Collin; Ghislain Durif (J. Mach. Learn. Res., 2021)

Benchopt: Reproducible, efficient and collaborative optimization benchmarks. - Thomas Moreau 001; Mathurin Massias; Alexandre Gramfort; Pierre Ablin; Pierre-Antoine Bannier; Benjamin Charlier; Mathieu Dagréou; Tom Dupré la Tour; Ghislain Durif; Cássio F. Dantas; Quentin Klopfenstein; Johan Larsson 002; et al. (NeurIPS, 2022)

A Wilcoxon-Mann-Whitney spatial scan statistic for functional data. - Zaineb Smida; Lionel Cucala; Ali Gannoun; Ghislain Durif (Comput. Stat. Data Anal., 2022)

Kernel-Based Testing for Single-Cell Differential Analysis. - Anthony Ozier-Lafontaine; Camille Fourneaux; Ghislain Durif; Céline Vallot; Olivier Gandrillon; Sandrine Giraud; Bertrand Michel; Franck Picard (CoRR, 2023)