Documentation
French (FR)

English (EN)

Ghislain DURIF

19

Documents

Researcher identifiers

ghislain-durif
Arxiv : durif_g_1
0000-0003-2567-1401
IdRef : 199670765

Publications

	A Wilcoxon-Mann-Whitney spatial scan statistic for functional data Zaineb Smida , Lionel Cucala , Ali Gannoun , Ghislain Durif Computational Statistics and Data Analysis, 2022, 167, pp.107378. ⟨10.1016/j.csda.2021.107378⟩ Journal articles hal-03412009v1
	A median test for functional data Zaineb Smida , Lionel Cucala , Ali Gannoun , Ghislain Durif Journal of Nonparametric Statistics, 2022, pp.1-34. ⟨10.1080/10485252.2022.2064997⟩ Journal articles hal-03658578v1
	Noninvasive prenatal diagnosis of genetic diseases induced by triplet repeat expansion by linked read haplotyping and Bayesian approach Cathy Liautard-Haag , Ghislain Durif , Charles Vangoethem , David Baux , Anaïs Louis Scientific Reports, 2022, 12 (1), pp.11423. ⟨10.1038/s41598-022-15307-2⟩ Journal articles hal-03716132v2
	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 Cell Reports, 2021, 35 (8), pp.109174. ⟨10.1016/j.celrep.2021.109174⟩ Journal articles hal-03345357v1
	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 Molecular Ecology Resources, 2021, 21 (8), pp.2598-2613. ⟨10.1111/1755-0998.13413⟩ Journal articles hal-03229207v1
	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. ⟨10.48550/arXiv.2004.11127⟩ Journal articles hal-02517462v2
	Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis Ghislain Durif , Laurent Modolo , Jeff E Mold , Sophie Lambert-Lacroix , Franck Picard Bioinformatics, 2019, 35, 20, pp.4011-4019. ⟨10.1093/bioinformatics/btz177⟩ Journal articles hal-01649275v3
	High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression Ghislain Durif , Laurent Modolo , Jakob Michaelsson , Jeff E. Mold , Sophie Lambert-Lacroix Bioinformatics, 2018, 34 (3), pp.485-493. ⟨10.1093/bioinformatics/btx571⟩ Journal articles hal-01587360v1

	Nonparametric tests and funStatTest R package for functional data Zaineb Smida , Lionel Cucala , Ali Gannoun , Ghislain Durif JDS 2024, Bordeaux, May 2024, Bordeaux, France Conference papers hal-04579217v1
	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 6th Symposium on Genomics in Aquaculture, May 2022, Grenade, Spain Conference papers hal-04185352v1
	Benchopt: Reproducible, efficient and collaborative optimization benchmarks Thomas Moreau , Mathurin Massias , Alexandre Gramfort , Pierre Ablin , Pierre-Antoine Bannier NeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States Conference papers hal-03830604v1
	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
	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

	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. Conference poster hal-03989144v1
	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 Conference poster hal-04059861v1

	Kernel-Based Testing for Single-Cell Differential Analysis Anthony Ozier-Lafontaine , Camille Fourneaux , Ghislain Durif , Céline Vallot , Olivier Gandrillon 2023 Preprints, Working Papers, ... hal-04214858v1
	A median test for functional data Zaineb Smida , Lionel Cucala , Ali Gannoun , Ghislain Durif 2022 Preprints, Working Papers, ... hal-03560362v2

	Multivariate analysis of high-throughput sequencing data Ghislain Durif Statistics [math.ST]. Université de Lyon, 2016. English. ⟨NNT : 2016LYSE1334⟩ Theses tel-01581175v1

	ktest Anthony Ozier-Lafontaine , Polina Arsenteva , Ghislain Durif 2024, ⟨swh:1:dir:669af0c58f89c04be2532e6591eed64de4f4a320;origin=https://github.com/LMJL-Alea/ktest;visit=swh:1:snp:b02da5de23e7a33c50c8159f022c2022426c8d88;anchor=swh:1:rev:54eeffaede8e15bbdef81e5367a691931d6b8171⟩ Software hal-04547380v1