ConfoundingSHAP defines a custom Shapley game to attribute confounding strength to individual covariates and uses TabPFN to estimate it scalably without exhaustive refitting.
PolySHAP:ExtendingKernelSHAPwithinteraction- informed polynomial regression
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ConfoundingSHAP: Quantifying confounding strength in causal inference
ConfoundingSHAP defines a custom Shapley game to attribute confounding strength to individual covariates and uses TabPFN to estimate it scalably without exhaustive refitting.