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ORCIDGhislain Durif
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Journal Articles
- 2022
[j4]Zaineb Smida
, Lionel Cucala, Ali Gannoun, Ghislain Durif:
A Wilcoxon-Mann-Whitney spatial scan statistic for functional data. Comput. Stat. Data Anal. 167: 107378 (2022)- 2021
- [j3]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: 74:1-74:6 (2021) - 2019
- [j2]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): 4011-4019 (2019) - 2018
- [j1]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): 485-493 (2018)
Conference and Workshop Papers
- 2022
- [c2]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 - 2018
- [c1]Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard:
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. RECOMB 2018: 254-255
Informal and Other Publications
- 2023
- [i3]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 abs/2307.08509 (2023) - 2022
- [i2]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 abs/2206.13424 (2022) - 2020
- [i1]Benjamin Charlier, Jean Feydy, Joan Alexis Glaunès, François-David Collin, Ghislain Durif:
Kernel Operations on the GPU, with Autodiff, without Memory Overflows. CoRR abs/2004.11127 (2020)
Coauthor Index
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