Efficient Metropolis-Hastings Proposal Mechanisms for Bayesian Regression Tree Models

6 December 2013

Papers citing "Efficient Metropolis-Hastings Proposal Mechanisms for Bayesian Regression Tree Models"

15 / 15 papers shown

Title
Divide, Conquer, Combine Bayesian Decision Tree Sampling Jodie A. Cochrane Adrian G. Wills Sarah J. Johnson 57 1 0 26 Mar 2024
RJHMC-Tree for Exploration of the Bayesian Decision Tree Posterior Jodie A. Cochrane Adrian G. Wills Sarah J. Johnson 28 2 0 04 Dec 2023
On Mixing Rates for Bayesian CART Jungeum Kim Veronika Rockova 125 7 0 31 May 2023
A Mixing Time Lower Bound for a Simplified Version of BART Omer Ronen Theo Saarinen Yan Shuo Tan James Duncan Bin Yu 56 10 0 17 Oct 2022
Approximate Methods for Bayesian Computation Radu V. Craiu Evgeny Levi 60 5 0 06 Oct 2022
Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy A. Linero 79 10 0 20 Feb 2022
BART-based inference for Poisson processes Stamatina Lamprinakou Mauricio Barahona Seth Flaxman Sarah Filippi Axel Gandy E. McCoy 47 6 0 16 May 2020
Stochastic tree ensembles for regularized nonlinear regression Jingyu He Richard Hahn 80 30 0 09 Feb 2020
The Binary Space Partitioning-Tree Process Xuhui Fan Bin Li Scott A. Sisson 47 29 0 22 Mar 2019
XBART: Accelerated Bayesian Additive Regression Trees Jingyu He Saar Yalov P. R. Hahn 52 25 0 04 Oct 2018
Fully Nonparametric Bayesian Additive Regression Trees E. George P. Laud B. Logan R. McCulloch R. Sparapani 32 16 0 29 Jun 2018
Likelihood Inflating Sampling Algorithm R. Entezari Radu V. Craiu Jeffrey S. Rosenthal 121 22 0 06 May 2016
Bayesian Additive Regression Trees using Bayesian Model Averaging B. Hernández A. Raftery S. Pennington Andrew C. Parnell 84 63 0 01 Jul 2015
Particle Gibbs for Bayesian Additive Regression Trees Balaji Lakshminarayanan Daniel M. Roy Yee Whye Teh 92 21 0 16 Feb 2015
Parallel Bayesian Additive Regression Trees M. Pratola H. Chipman J. Gattiker D. Higdon R. McCulloch W. Rust 101 81 0 07 Sep 2013