ConfoundingSHAP defines a custom Shapley game to attribute confounding strength to individual covariates and uses TabPFN to estimate it scalably without exhaustive refitting.
Explain- able SHAP-XGBoost models for in-hospital mortality after myocardial infarction.Cardiovas- cular Digital Health Journal, 4(4):126–132
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.