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
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