Matthew T. Pratola

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Combining Climate Models using Bayesian Regression Trees and Random Paths.
J. Mach. Learn. Res.
John C. Yannotty, Thomas J. Santner, Bo Li, Matthew T. Pratola
2025 J jnl
Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs.
CoRR
Qilong Pan, Sameh Abdulah, Mustafa Abduljabbar, Hatem Ltaief, Andreas Herten, Mathis Bode, Matthew T. Pratola, Arindam Fadikar, Marc G. Genton, David E. Keyes, Ying Sun
2024 J jnl
Influential Observations in Bayesian Regression Tree Models.
J. Comput. Graph. Stat.
Matthew T. Pratola, Edward I. George, Robert E. McCulloch
2024 J jnl
Model Mixing Using Bayesian Additive Regression Trees.
Technometrics
John C. Yannotty, Thomas J. Santner, Richard J. Furnstahl, Matthew T. Pratola
2023 J jnl
Sharded Bayesian Additive Regression Trees.
CoRR
Hengrui Luo, Matthew T. Pratola
2022 J jnl
Editorial: Special Issue on Industry 4.0.
Technometrics
Matthew T. Pratola
2022 J jnl
Sparse Additive Gaussian Process Regression.
J. Mach. Learn. Res.
Hengrui Luo, Giovanni Nattino, Matthew T. Pratola
2022 J jnl
Using BART to Perform Pareto Optimization and Quantify its Uncertainties.
Technometrics
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
2021 J jnl
Assessing variable activity for Bayesian regression trees.
Reliab. Eng. Syst. Saf.
Akira Horiguchi, Matthew T. Pratola, Thomas J. Santner
2021 J jnl
Using BART for Multiobjective Optimization of Noisy Multiple Objectives.
CoRR
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
2020 J jnl
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models.
J. Mach. Learn. Res.
Reza Mohammadi, Matthew T. Pratola, Maurits Kaptein
2019 J jnl
Building Quantitative Structure-Activity Relationship Models Using Bayesian Additive Regression Trees.
J. Chem. Inf. Model.
Dai Feng, Vladimir Svetnik, Andy Liaw, Matthew T. Pratola, Robert P. Sheridan
2019 J jnl
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models.
CoRR
Reza Mohammadi, Matthew T. Pratola, Maurits Kaptein
2016 J jnl
Bayesian Additive Regression Tree Calibration of Complex High-Dimensional Computer Models.
Technometrics
Matthew T. Pratola, David M. Higdon
2013 J jnl
Computer Model Calibration Using the Ensemble Kalman Filter.
Technometrics
David Higdon, James R. Gattiker, Earl Lawrence, Charles S. Jackson, Michael Tobis, Matthew T. Pratola, Salman Habib, Katrin Heitmann, Steve Price
2013 J jnl
Fast Sequential Computer Model Calibration of Large Nonstationary Spatial-Temporal Processes.
Technometrics
Matthew T. Pratola, Stephan R. Sain, Derek Bingham, Michael Wiltberger, E. Joshua Rigler
2003 J jnl
Optimizing GoTools' Search Heuristics using Genetic Algorithms
CoRR
Matthew T. Pratola, Thomas Wolf
2003 J jnl
Optimizing GoTools' Search Heuristics using Genetic Algorithms.
ICGA J.
Matthew T. Pratola, Thomas Wolf