Author

Erwan Scornet

École PolytechniqueORCID 0000-0001-9946-4160Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Elsa BernardiD· 1 shared Jean‐Philippe VertiD· 1 shared Thomas WalteriD· 1 shared Véronique StoveniD· 1 shared Yunlong JiaoiD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Elsa BernardORCID

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1 paper

Recent·Most cited

BioinformaticsMolecular InformaticsPeer-reviewedSep 26, 2017

Kernel multitask regression for toxicogenetics

Elsa Bernard, Yunlong Jiao, Erwan Scornet…·Jean‐Philippe Vert

This paper introduces kernel multitask regression to predict compound toxicity on cell lines using chemical and genetic data, achieving strong performance on a benchmark challenge.

4 citations

humanbulk RNA-seq