2 papers
stat.ME2025
Scalable piecewise smoothing with BART
Ryan Yee, Soham Ghosh, Sameer K. Deshpande
Although it is an extremely effective, easy-to-use, and increasingly popular tool for nonparametric regression, the Bayesian Additive Regression Trees (BART) model is limited by th…
stat.ML2024
Oblique Bayesian additive regression trees
Paul-Hieu V. Nguyen, Ryan Yee, Sameer K. Deshpande
Current implementations of Bayesian Additive Regression Trees (BART) are based on axis-aligned decision rules that recursively partition the feature space using a single feature at…