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cs.CY2026
FairGlucose: A CGM Fairness Benchmark Reveals Subgroup Disparities Hidden in Population-Level Validation
Junjie Luo, Xuzhe Zhi, Rui Han +5
As CGM-based AI tools approach clinical deployment, whether their accuracy is equitable across patient demographics remains insufficiently tested. To enable this evaluation, we con…
cs.AI2026
Beyond One-shot: AI Agents for Learning in Field Experiments
Junjie Luo, Ritu Agarwal, Gordon Gao
Organizations routinely run experiments for A/B testing, yet the data generated from one experiment is underutilized to inform subsequent intervention design. Significant barriers…