Author

Dylan Jay

Rutgers, The State University of New Jersey

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:CRISPR screen· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Approach:statistical model· 1

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David Render· 1 shared Madhav Subramaniyam· 1 shared Márió Szegedy· 1 shared Pio Passariello· 1 shared Yash SharmaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

David Render

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1 paper

Recent·Most cited

Averaging in gene perturbation benchmarks hides perturbation-strength variation: Consequences for model evaluation

Yash Sharma, Madhav Subramaniyam, Pio Passariello, Dylan Jay, David Render, Márió Szegedy

The paper evaluates how averaging perturbation responses in gene perturbation benchmarks affects the ability to assess perturbation-strength variation, finding that current models fail to reliably recover perturbation identity.

bioRxiv · Oct 23, 2026 · PreprintBioinformatics