conftrace_

bayesian additive regression tree

8 papers

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Also known as

BART

Co-occurring keywords

bayesian forest (2) ensemble method (564) posterior inference (138) nonparametric regression (111) markov chain monte carlo (725) bernstein-von mises theorem (8) bayesian regression tree (2) posterior concentration (6) particle gibbs sampler (3) posterior contraction (18)

Papers

Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025
The Art of BART: Minimax Optimality over Nonhomogeneous Smoothness in High Dimension JMLR 2023
BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression ICML 2022
On Semi-parametric Inference for BART ICML 2020
On Theory for BART AISTATS 2019
XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019
Calibrated Approximate Bayesian Inference ICML 2019
Particle Gibbs for Bayesian Additive Regression Trees AISTATS 2015