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Ghislain DURIF

17

Documents

Identifiants chercheurs

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

Publications

	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⟩ Article dans une revue hal-03716132v2
	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⟩ Article dans une revue hal-03658578v1
	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⟩ Article dans une revue hal-03412009v1
	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 Article dans une revue hal-02517462v2
	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⟩ Article dans une revue hal-03229207v1
	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⟩ Article dans une revue hal-03345357v1
	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⟩ Article dans une revue 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⟩ Article dans une revue hal-01587360v1

	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 Communication dans un congrès 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 Communication dans un congrès 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 Communication dans un congrès 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 Communication dans un congrès hal-01962030v1

	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 de conférence hal-04059861v1
	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 de conférence hal-03989144v1

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

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