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Conformal Individual Treatment Effect Estimation under Networked Interference

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.15254v1 Announce Type: new Abstract: Conformal counterfactual prediction constructs prediction sets with finite-sample coverage guarantees for counterfactual outcomes and individual treatment effects under the no-interference assumption. In this work, we relax this assumption by allowing…

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  1. 2026-09-15 04:00 · arXiv stat.ML
    Conformal Individual Treatment Effect Estimation under Networked Interference

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