Apprentissage statistique et modélisation des systèmes biologiques

Membres de l’équipe

Jean-Philippe Vert, PhD

J-P. Vert

Jean-Philippe Vert Equipe Walter Chef d'équipe Tél :

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Publications clés

Année de publication : 2019

Collier Olivier, Stoven Véronique, Vert Jean-Philippe (2019 Sep 25)

A Single- and Multitask Machine Learning Algorithm for the Prediction of Cancer Driver Genes

Plos Computational Biology
Slim L., Chatelain C., Azencott C.A., Vert J.P. (2019 Jun 1)

kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection

International Conference on Machine LearningInternational Conference on Machine Learning : 5857-5865

Année de publication : 2014

Elsa Bernard, Laurent Jacob, Julien Mairal, Jean-Philippe Vert (2014 May 9)

Efficient RNA isoform identification and quantification from RNA-Seq data with network flows.

Bioinformatics (Oxford, England) : 2447-55 : DOI : 10.1093/bioinformatics/btu317
Ferhat Ay, Evelien M Bunnik, Nelle Varoquaux, Sebastiaan M Bol, Jacques Prudhomme, Jean-Philippe Vert, William Stafford Noble, Karine G Le Roch (2014 Mar 26)

Three-dimensional modeling of the P. falciparum genome during the erythrocytic cycle reveals a strong connection between genome architecture and gene expression.

Genome research : 974-88 : DOI : 10.1101/gr.169417.113