BART: Bayesian additive regression trees

Hugh A. Chipman, Edward I. George, Robert E. McCulloch

We develop a Bayesian "sum-of-trees" model where each tree is constrained by a regularization prior to be a weak learner, and fitting and inference are accomplished via an iterativ…