Author

Jakub Kowalski

Warsaw University of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Katarzyna Mazur· 1 shared Magdalena Piotrowska· 1 shared Piotr Nowak· 1 shared Tomasz Lewandowski· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 2 mutual co-author links

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1 shared paperBioinformatics

Katarzyna Mazur

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintApr 17, 2026

Active Learning for Budget-Constrained TCR--pMHC Wet-Lab Validation

Jakub Kowalski, Katarzyna Mazur, Magdalena Piotrowska

This paper introduces UDAL, an active learning strategy to reduce wet-lab costs for TCR-pMHC binding validation by efficiently selecting candidate pairs for experimental testing.

DOI 10.64898/2026.04.14.718510

deep learningstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintApr 17, 2026

FairTCR: Equity-Aware TCR--pMHC Binding Prediction\\Across HLA Alleles and Cohort Strata

Jakub Kowalski, Piotr Nowak, Tomasz Lewandowski

FairTCR improves TCR-pMHC binding prediction equity across HLA alleles and cohort strata by reducing disparity in average-worst-group AUPRC.

DOI 10.64898/2026.04.14.718511

humanstatistical model

𝕏 PostBluesky