Ghislain Durif

According to our database, Ghislain Durif authored at least 6 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

2022

A Wilcoxon-Mann-Whitney spatial scan statistic for functional data.

Zaineb Smida, Lionel Cucala, Ali Gannoun, Ghislain Durif

Comput. Stat. Data Anal., 2022

Benchopt: Reproducible, efficient and collaborative optimization benchmarks.

Thomas Moreau, 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, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

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

2019

Probabilistic count matrix factorization for single cell expression data analysis.

Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard

Bioinform., 2019

2018

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