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Ghislain DURIF

17
Documents
Identifiants chercheurs

Publications

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
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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
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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
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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
Cell Reports, 2021, 35 (8), pp.109174. ⟨10.1016/j.celrep.2021.109174⟩
Article dans une revue hal-03345357v1
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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
Molecular Ecology Resources, 2021, 21 (8), pp.2598-2613. ⟨10.1111/1755-0998.13413⟩
Article dans une revue hal-03229207v1
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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
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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
Bioinformatics, 2019, 35, 20, pp.4011-4019. ⟨10.1093/bioinformatics/btz177⟩
Article dans une revue hal-01649275v3
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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
Bioinformatics, 2018, 34 (3), pp.485-493. ⟨10.1093/bioinformatics/btx571⟩
Article dans une revue hal-01587360v1
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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

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
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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
Communication dans un congrès hal-03476841v1
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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
Communication dans un congrès 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
Statistical Methods for Post-Genomic Data (SMPGD) 2023, Feb 2023, Gand, Belgium.
Poster de conférence hal-03989144v1
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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 de conférence hal-04059861v1