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

From the 1 of 6 linked papers with an AI index.

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20242026
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stat.ML2025

Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment

Eli Ben-Michael, D. James Greiner, Kosuke Imai +1

Algorithmic recommendations and decisions have become ubiquitous in today's society. Many of these data-driven policies, especially in the realm of public policy, are based on know…