Author

Kenneth N. Reid

Michigan State UniversityORCID 0000-0001-8654-2430Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:diffusion model· 1 Research Focus:genome assembly· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

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Cedric GondroiD· 1 shared Juan Pedro SteibeliD· 1 shared Junjie HaniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperGenetics

Cedric GondroORCID

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1 paper

Recent·Most cited

GeneticsG3 Genes Genomes GeneticsPeer-reviewedFeb 6, 2021

Heuristic hyperparameter optimization of deep learning models for genomic prediction

Junjie Han, Cedric Gondro, Kenneth N. Reid, Juan Pedro Steibel

This paper optimizes deep learning hyperparameters for genomic prediction using differential evolution, showing improved performance and reduced overfitting across livestock datasets.

58 citationstop 5%

whole-genome sequencingdiffusion model