Seeing the Forest for the Trees: The Gaussian Process Limit of BART

Cory McCartan, Melody Huang

Bayesian Additive Regression Trees (BART) have shown state-of-the-art performance in both prediction and causal inference problems. Previous theoretical work has attempted to expla…