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Conformal Individual Treatment Effect Estimation under Networked Interference

Zecchin, Matteo et al.
arXiv (OAI Expanded) · Papers
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information-theory
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 each unit's potential outcomes to depend on othe
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