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Sanmi Koyejo

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Are We Measuring the Right Thing? Distribution Shift Lessons for Federated LearningLearning from Heterogeneous Sources 20262026-02-23
Large deployed sepsis model that reported AUCs ~0.76–0.83 falls to ~0.63 at one hospital, alerts on ~18% of admissions and only adds ~7% more sepsis detections…
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Does generalization imply accuracy on the line? A new look at robust generalizationEmerging Generalization Settings 20242024-09-09
Claim: apparent “emergent” jumps often come from metric choice rather than a new model ability. Reanalysis of BIG-Bench plus arithmetic experiments and a…
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