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Marzyeh Ghassemi

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Individual Gaps in Prediction GeneralizationBridging Prediction and Intervention Problems in Social Systems (Simons Institute, 2026)2026-01-12
Shows that DenseNet and ERM-trained image models encode sex, age, race and that greater encoding correlates with larger group performance gaps (over 20% gap…
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Morning Session: Genomics, Medicine, Epidemiology and Data InterpretationWrong at the Root: Racial Bias and the Tension Between Numbers and Words in Non-Internet Data2019-06-05
Randomized controlled trials cover only about 10–20% of treatments and just 6% of current asthmatics would have qualified for those trials; observational…
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