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Conformal Policy Learning with Distribution-Free Safety Guarantees

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.17296v1 Announce Type: cross Abstract: Policy learning aims to determine who should be treated based on individual characteristics. In high-stakes settings such as medicine and public policy where safety is a central concern, improving the average outcomes alone may not be sufficient: de…

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  1. 2026-09-16 04:00 · arXiv stat.ML
    Conformal Policy Learning with Distribution-Free Safety Guarantees

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