Author

Elizabeth Gilfeather

University of Pittsburgh

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· 1

Signature Assays, Organisms & Methods

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Assay:DNA methylation· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Dennis KostkaiD· 1 shared Maria D. ChikinaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Dennis KostkaORCID

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1 paper

Recent·Most cited

When Less Is Enough: Low-Rank Structure in DNA Sequence-to-Function Models

Elizabeth Gilfeather, Maria D. Chikina, Dennis Kostka

This paper shows that low-rank approximations of DNA sequence-to-function models can achieve high performance while significantly reducing model size and computational cost.

bioRxiv · Jul 28, 2026 · PreprintBioinformatics