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From the 1 of 13 linked papers with an AI index.

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20242026
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stat.ML2026

Denoised Conformal Alignment for Reliable Selection of Conditional Average Treatment Effect Predictions

Xinyun Lu, Haoang Chi, Zhiheng Zhang

In selective deployment, practitioners act only on a model-chosen subset of individuals based on predicted conditional average treatment effects, but marginal conformal guarantees…