Author

Matteo Zecchin

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#machine learning Preprint Sep 2026

Conformal Individual Treatment Effect Estimation under Networked Interference

Interference-adjusted weighted conformal prediction is developed that accounts for interference by constructing an observable upper bound on the ideal and unobserved conformal $p$-value under the target intervention.

Matteo Zecchin, Osvaldo Simeone · 0 citations

#machine learning Preprint Sep 2026

Confounding-Valid Conformal Inference for Counterfactual KPIs in Wireless Networks

Experiments on two representative radio access network (RAN) control tasks show that CV-CCI remains valid under hidden confounding while producing more efficient prediction sets than state-of-the-art confounding-valid baselines.

Abdessamed Qchohi, Jessica Moysen Cortes, Matteo Zecchin · 2 citations