2 papers
stat.ML2024
Very fast Bayesian Additive Regression Trees on GPU
Giacomo Petrillo
Bayesian Additive Regression Trees (BART) is a nonparametric Bayesian regression technique based on an ensemble of decision trees. It is part of the toolbox of many statisticians.…
stat.ML2024
On the Gaussian process limit of Bayesian Additive Regression Trees
Giacomo Petrillo
Bayesian Additive Regression Trees (BART) is a nonparametric Bayesian regression technique of rising fame. It is a sum-of-decision-trees model, and is in some sense the Bayesian ve…