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Distribution-Free Inference for AI-in-Use: Addressing Multiplicity, Selectivity, and Adaptivity

Organization University of PennsylvaniaLocation PHILADELPHIA, United StatesPosted 1 Jul 2026Deadline 30 Jun 2029
NSFUS FederalResearch GrantScience FoundationPA
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This project develops mathematical tools for assessing when artificial intelligence systems can be trusted after their predictions are used to make decisions. Modern AI tools help rank drug candidates, support medical decisions, screen large data sets, and suggest scientific hypotheses. In these settings, predictions are often used selectively and…

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Distribution-Free Inference for AI-in-Use: Addressing Multiplicity, Selectivity, and Adaptivity — University of Pennsylv | Dev Procure