arXiv stat.ML
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Seeing the Forest for the Trees: The Gaussian Process Limit of BART
arXiv:2607.28844v1 Announce Type: cross Abstract: 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 explain BART's superior performance by establishing posterior contraction rates for standard BA