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conftrace_

bayesian additive regression tree

11 papers

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Also known as

BART

Co-occurring keywords · papers mentioning both

ensemble method (3) nonparametric regression (3) markov chain monte carlo (3) bayesian forest (2) tree-based model (2) posterior inference (2) uncertainty quantification (2) model combination (2) ensemble learning (2) bernstein-von mises theorem (1)

Papers

Estimating PATE under positivity violations: SBART+SPL for high-dimensional covariates CLeaR 2026 Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025 Epistemic Uncertainty in Conformal Scores: A Unified Approach UAI 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 Calibrated Approximate Bayesian Inference ICML 2019 On Theory for BART AISTATS 2019 XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019 Particle Gibbs for Bayesian Additive Regression Trees AISTATS 2015 Bayesian Ensemble Learning NeurIPS 2006