Author

Daria Balashova

Amsterdam UMC Location University of AmsterdamORCID 0000-0003-1253-6286Unclaimed 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:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Dominique Weltevreden· 1 shared Geir Kjetil SandveiD· 1 shared Philippe Auguste RobertiD· 1 shared Robert FrankiD· 1 shared S. O. KuzyakinaiD· 1 shared Victor GreiffiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Dominique Weltevreden

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1 paper

Recent·Most cited

BioinformaticsImmunoInformaticsPeer-reviewedJan 21, 2026

Active learning for improving out-of-distribution lab-in-the-loop experimental design

Daria Balashova, Robert Frank, S. O. Kuzyakina…·Victor Greiff

This study evaluates active learning strategies for antibody-antigen binding prediction in library-on-library settings, finding three algorithms that significantly improve efficiency and reduce experimental costs.

4 citationstop 4%

proteomicsmachine learning (classical)

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