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asymptotic efficiency 1causal inference 1missing data 1policy learning 1treatment effect estimation 1

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20242026
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cs.CY2026

Bridging Predictions and Interventions: An Integrated Framework for Automated Decision-Systems

Inioluwa Deborah Raji, Lydia T. Liu, Angela Zhou +27

Automated decision systems (ADS) leverage predictions about individual future outcomes to inform consequential decision-making in organizational settings. Across various settings -…