Author

Kristen Li

University of Pennsylvania

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Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:statistical model· 1

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Alexandre L. S. FilipowicziD· 1 shared Jacob A. ParkeriD· 1 shared Joseph W. KableiD· 1 shared Joshua I. GoldiD· 1 shared Vijay BalasubramanianiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperNeuroscience

Alexandre L. S. FilipowiczORCID

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1 paper

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

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