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Sharad C. Goel

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titleconferencedate
The Role of Standardized Tests in Admissions: Predictions vs. DecisionsBridging Prediction and Intervention Problems in Social Systems (Simons Institute, 2026)2026-01-12
Analysis uses a held-out predictive model on 16,000 applications to first-year grades; adding GREs raises predictive fit from R² from .19 to .31 but simulated…
Talk
The Measure and Mismeasure of FairnessEmerging Challenges in Deep Learning (Simons Institute workshop, 2019)2019-08-05
Argues that common group-based fairness metrics are unreliable: calibration can hide discrimination by withholding distinctions, and equalized false positive…
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The Measure and Mismeasure of FairnessRecent Developments in Research on Fairness 20192019-07-08
Argues that common algorithmic risk scores (logistic regressions, threshold rules, confusion-matrix metrics) can mislead: group-based formal measures like…
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Crowd Research: Open and Scalable University LaboratoriesUIST 20172017-10-22
A method for running open university-scale labs that recruits ~1,500 contributors from 62+ countries and runs a weekly cycle of open contribution, synchronous…
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