Author

Swier J.F. Garst

Delft University of TechnologyORCID 0009-0009-4774-0309Unclaimed 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

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Julian DekkeriD· 1 shared Marcel J. T. ReindersiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Julian DekkerORCID

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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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