AI, Data Science, Predictions, Machine Learning, Causal Inference.
slightly worse than XGBoost on the test set in a purely predictive task, but it completely outperforms XGBoost on the counterfactual. XGBoost learns the observational data distribution well but completely fails to learn the interventional distribution. The counterfactual, which is derived from the