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Ming-Zhang Yin

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#machine learning Preprint Oct 2026

Conformal Policy Selection: When to Deploy AI Decisions for Targeted Intervention

Conformal Policy Selection combines weighted conformal $p$-values that account for the distributional shift from behavior to target policy with a two-step selection-and-pruning procedure, and establishes a doubly robust asymptotic guarantee.

Jun-Yu Cao, Rui-Jiang Gao, M. Saar-Tsechansky et al. · 0 citations