Author

Arnaud Quelin

Centre National de la Recherche ScientifiqueORCID 0009-0001-8875-5939Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

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Flora JayiD· 1 shared Frédéric AusterlitziD· 1 shared

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2025-2025 · peak 1/yr

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Flora JayORCID

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1 paper

Recent·Most cited

BioinformaticsHeredityPeer-reviewedJun 5, 2025

Assessing simulation-based supervised machine learning for demographic parameter inference from genomic data

Arnaud Quelin, Frédéric Austerlitz, Flora Jay

This study evaluates simulation-based supervised machine learning methods for inferring demographic parameters from genomic data, showing MLP outperforms other ML and ABC methods.

5 citations

whole-genome sequencingmachine learning (classical)

𝕏 PostBluesky