Ghislain Durif

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

High Dimensional

Matrix Factorization

Graphics Processors

Top Venues

J. Mach. Learn. Res.

Publications

Anthony Ozier-Lafontaine, Camille Fourneaux, Ghislain Durif, Céline Vallot, Olivier Gandrillon, Sandrine Giraud, Bertrand Michel, Franck Picard
Kernel-Based Testing for Single-Cell Differential Analysis. CoRR (2023)
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
Benchopt: Reproducible, efficient and collaborative optimization benchmarks. CoRR (2022)
Zaineb Smida, Lionel Cucala, Ali Gannoun, Ghislain Durif
A Wilcoxon-Mann-Whitney spatial scan statistic for functional data. Comput. Stat. Data Anal. 167 (2022)
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
Benchopt: Reproducible, efficient and collaborative optimization benchmarks. NeurIPS (2022)
Benjamin Charlier, Jean Feydy, Joan Alexis Glaunès, François-David Collin, Ghislain Durif
Kernel Operations on the GPU, with Autodiff, without Memory Overflows. J. Mach. Learn. Res. 22 (2021)
Benjamin Charlier, Jean Feydy, Joan Alexis Glaunès, François-David Collin, Ghislain Durif
Kernel Operations on the GPU, with Autodiff, without Memory Overflows. CoRR (2020)
Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard
Probabilistic count matrix factorization for single cell expression data analysis. Bioinform. 35 (20) (2019)
Ghislain Durif, Laurent Modolo, Jakob Michaelsson, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard
High dimensional classification with combined adaptive sparse PLS and logistic regression. Bioinform. 34 (3) (2018)
Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. RECOMB (2018)