Author

Jacob A. Parker

National Institutes of HealthORCID 0000-0001-8556-5323Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Alexandre L. S. FilipowicziD· 1 shared Joseph W. KableiD· 1 shared Joshua I. GoldiD· 1 shared Kristen Li· 1 shared Marisa CarrascoiD· 1 shared Rachel N. DenisoniD· 1 shared Vijay BalasubramanianiD· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 11 mutual co-author links

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1 shared paperNeuroscience

Alexandre L. S. FilipowiczORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintSep 10, 2026

Suboptimal human inference reflects an efficient and flexible information bottleneck

Jacob A. Parker, Alexandre L. S. Filipowicz, Kristen Li…·Joshua I. Gold

The paper quantifies human inference variability using an information-bottleneck framework, finding that performance differences stem from variable information capacity while efficiency remains consistent.

DOI 10.64898/2026.06.10.731461

humanstatistical model

𝕏 PostBluesky

NeuroscienceBehavior Research MethodsPeer-reviewedMar 6, 2020

Modeling pupil responses to rapid sequential events

Rachel N. Denison, Jacob A. Parker, Marisa Carrasco

This paper develops and evaluates a GLM pipeline to estimate pupillary responses to rapid sequential events, finding that individualized models and non-zero latencies improve accuracy.

47 citations

imagingstatistical model

𝕏 PostBluesky