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06/01/2023
Sharded Bayesian Additive Regression Trees
In this paper we develop the randomized Sharded Bayesian Additive Regres...
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04/07/2023
Estimating Shapley effects for moderate-to-large input dimensions
Sobol' indices and Shapley effects are attractive methods of assessing h...
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01/05/2023
Model Mixing Using Bayesian Additive Regression Trees
In modern computer experiment applications, one often encounters the sit...
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03/26/2022
Influential Observations in Bayesian Regression Tree Models
BCART (Bayesian Classification and Regression Trees) and BART (Bayesian ...
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01/04/2021
Using BART for Multiobjective Optimization of Noisy Multiple Objectives
Techniques to reduce the energy burden of an Industry 4.0 ecosystem ofte...
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05/27/2020
Assessing variable activity for Bayesian regression trees
Bayesian Additive Regression Trees (BART) are non-parametric models that...
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08/23/2019
Sparse Additive Gaussian Process Regression
In this paper we introduce a novel model for Gaussian process (GP) regre...
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04/06/2018
