Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study

Philipp Bach, Oliver Schacht, Victor Chernozhukov +2

Proper hyperparameter tuning is essential for achieving optimal performance of modern machine learning (ML) methods in predictive tasks. While there is an extensive literature on t…