6.1STMar 11
Conformal e-prediction in the presence of confoundingVladimir Vovk, Ruodu Wang
This note extends conformal e-prediction to cover the case where there is observed confounding between the random object $X$ and its label $Y$. We consider both the case where the observed data is IID and a case where some dependence between observations is permitted.