Author

Julian Dekker

Delft University of TechnologyORCID 0000-0003-1896-6551Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:experimental assay· 1

Frequent Co-Authors

Marcel J. T. ReindersiD· 1 shared Swier J.F. GarstiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Marcel J. T. ReindersORCID

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1 paper

Recent·Most cited

BioinformaticsDatabasePeer-reviewedJan 1, 2025

A comprehensive experimental comparison between federated and centralized learning

Swier J.F. Garst, Julian Dekker, Marcel J. T. Reinders

This paper compares federated and centralized learning through experiments, finding similar performance and federated learning's robustness to data imbalances and high dimensionality.

17 citationstop 3%

experimental assaybenchmarking

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