Kernel Operations on the GPU, with Autodiff,without Memory Overflows
Benjamin Charlier
,
Jean Feydy
,
Joan Glaunès
,
François-David Collin
,
Ghislain Durif
Journal of Machine Learning Research , 2021, 22 (74), pp.1-6
Journal articles
hal-02517462v2
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A median test for functional data
Zaineb Smida
,
Lionel Cucala
,
Ali Gannoun
,
Ghislain Durif
2022
Preprints, Working Papers, ...
hal-03560362v2
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Kernel-Based Testing for Single-Cell Differential Analysis
Anthony Ozier-Lafontaine
,
Camille Fourneaux
,
Ghislain Durif
,
Céline Vallot
,
Olivier Gandrillon
,
et al.
2023
Preprints, Working Papers, ...
hal-04214858v1
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Multivariate analysis of high-throughput sequencing data
Ghislain Durif
Theses
tel-01581175v1
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Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Ghislain Durif
,
Laurent Modolo
,
Jeff E Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
Journal articles
hal-01649275v3
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Noninvasive prenatal diagnosis of genetic diseases induced by triplet repeat expansion by linked read haplotyping and Bayesian approach
C. Liautard-Haag
,
G. Durif
,
C. Vangoethem
,
D. Baux
,
A. Louis
,
et al.
Journal articles
hal-03716132v1
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A Wilcoxon-Mann-Whitney spatial scan statistic for functional data
Zaineb Smida
,
Lionel Cucala
,
Ali Gannoun
,
Ghislain Durif
Journal articles
hal-03412009v1
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Statistique de balayage spatial non paramétrique pour données fonctionnelles
Zaineb Smida
,
Lionel Cucala
,
Ali Gannoun
,
Ghislain Durif
forum de jeunes mathématicien.ne.s , Dec 2021, Besançon, France
Conference papers
hal-03476841v1
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Using genome-wide ancestry pattern in European sea bass to assess phenotypic variation and ensure sustainable aquaculture
Maeva Leitwein
,
Ghislain Durif
,
Pierre-Alexandre Gagnaire
,
Alain Vergnet
,
Frédéric Clota
,
et al.
6th Symposium on Genomics in Aquaculture , May 2022, Grenade, Spain
Conference papers
hal-04185352v1
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High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
et al.
Journal articles
hal-01587360v1
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Bayesian inference of parental allele inheritance in fetus for noninvasive prenatal diagnosis
Ghislain Durif
,
Cathy Liautard-Haag
,
Marie-Claire Vincent
Statistical Methods for Post-Genomic Data (SMPGD) 2023 , Feb 2023, Gand, Belgium.
Poster communications
hal-03989144v1
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A median test for functional data
Zaineb Smida
,
Lionel Cucala
,
Ali Gannoun
,
Ghislain Durif
Journal articles
hal-03658578v1
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Divergent clonal differentiation trajectories establish CD8+ memory T cell heterogeneity during acute viral infections in humans
Jeff Mold
,
Laurent Modolo
,
Joanna Hård
,
Margherita Zamboni
,
Anton J.M. Larsson
,
et al.
Journal articles
hal-03345357v1
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Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Ghislain Durif
,
Laurent Modolo
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
RECOMB 2018 - 22nd Annual International Conference on Research in Computational Molecular Biology , Ecole Polytechnique, Apr 2018, Paris, France. pp.254-255
Conference papers
hal-01962030v1
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Bayesian inference of parental allele inheritance in fetus for noninvasive prenatal diagnosis
Ghislain Durif
,
Cathy Liautard-Haag
,
Marie-Claire Vincent
StatLearn 2023 , Apr 2023, Montpellier, France.
, https://statlearn.sciencesconf.org/459803
Poster communications
hal-04059861v1
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau
,
Mathurin Massias
,
Alexandre Gramfort
,
Pierre Ablin
,
Pierre-Antoine Bannier
,
et al.
NeurIPS 2022 - 36th Conference on Neural Information Processing Systems , Nov 2022, New Orleans, United States
Conference papers
hal-03830604v1
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Extending Approximate Bayesian Computation with Supervised Machine Learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest
François‐david Collin
,
Ghislain Durif
,
Louis Raynal
,
Eric Lombaert
,
Mathieu Gautier
,
et al.
Journal articles
hal-03229207v1
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