Communication

Zaineb Smida, Lionel Cucala, Ali Gannoun, Ghislain Durif. A median test for functional data. Journal of Nonparametric Statistics, American Statistical Association, 2022, pp.1-34. ⟨10.1080/10485252.2022.2064997⟩. ⟨hal-03658578⟩

Zaineb Smida, Lionel Cucala, Ali Gannoun, Ghislain Durif. A Wilcoxon-Mann-Whitney spatial scan statistic for functional data. Computational Statistics and Data Analysis, Elsevier, In press, 167, pp.107378. ⟨10.1016/j.csda.2021.107378⟩. ⟨hal-03412009⟩

Jeff Mold, Laurent Modolo, Joanna Hård, Margherita Zamboni, Anton J.M. Larsson, et al.. Divergent clonal differentiation trajectories establish CD8+ memory T cell heterogeneity during acute viral infections in humans. Cell Reports, Elsevier Inc, 2021, 35 (8), pp.109174. ⟨10.1016/j.celrep.2021.109174⟩. ⟨hal-03345357⟩

François‐david Collin, Ghislain Durif, Louis Raynal, Eric Lombaert, Mathieu Gautier, et al.. Extending Approximate Bayesian Computation with Supervised Machine Learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest. Molecular Ecology Resources, Wiley/Blackwell, 2021, 21 (8), pp.2598-2613. ⟨10.1111/1755-0998.13413⟩. ⟨hal-03229207⟩

Benjamin Charlier, Jean Feydy, Joan Glaunès, François-David Collin, Ghislain Durif. Kernel Operations on the GPU, with Autodiff,without Memory Overflows. Journal of Machine Learning Research, Microtome Publishing, 2021, 22 (74), pp.1-6. ⟨hal-02517462v2⟩

Ghislain Durif, Laurent Modolo, Jeff Mold, Sophie Lambert-Lacroix, Franck Picard. Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. Bioinformatics, Oxford University Press (OUP), 2019, 35, 20, pp.4011-4019. ⟨10.1093/bioinformatics/btz177⟩. ⟨hal-01649275v3⟩

Ghislain Durif, Laurent Modolo, Jakob Michaelsson, Jeff Mold, Sophie Lambert-Lacroix, et al.. High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression. Bioinformatics, Oxford University Press (OUP), 2018, 34 (3), pp.485-493. ⟨10.1093/bioinformatics/btx571⟩. ⟨hal-01587360⟩

Zaineb Smida, Lionel Cucala, Ali Gannoun, Ghislain Durif. Statistique de balayage spatial non paramétrique pour données fonctionnelles. forum de jeunes mathématicien.ne.s, Dec 2021, Besançon, France. ⟨hal-03476841⟩

Ghislain Durif, Laurent Modolo, Jeff Mold, Sophie Lambert-Lacroix, Franck Picard. Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. RECOMB 2018 - 22nd Annual International Conference on Research in Computational Molecular Biology, Ecole Polytechnique, Apr 2018, Paris, France. pp.254-255. ⟨hal-01962030⟩

Zaineb Smida, Lionel Cucala, Ali Gannoun, Ghislain Durif. A median test for functional data. 2022. ⟨hal-03560362v1⟩

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