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

Frequent Co-Authors

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

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 paperNeuroscience

Alexandre L. S. FilipowiczORCID

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1 paper

Recent·Most cited

Suboptimal human inference reflects an efficient and flexible information bottleneck

Jacob A. Parker, Alexandre L. S. Filipowicz, Kristen Li, Vijay Balasubramanian, Joseph W. Kable, 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.

bioRxiv · Sep 10, 2026 · PreprintNeuroscience