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Journal Articles
- 2024
[j12]Matthew T. Pratola
, Edward I. George, Robert E. McCulloch:
Influential Observations in Bayesian Regression Tree Models. J. Comput. Graph. Stat. 33(1): 47-63 (2024)- [j11]John C. Yannotty, Thomas J. Santner, Richard J. Furnstahl, Matthew T. Pratola:
Model Mixing Using Bayesian Additive Regression Trees. Technometrics 66(2): 196-207 (2024) - 2022
- [j10]Hengrui Luo, Giovanni Nattino, Matthew T. Pratola:
Sparse Additive Gaussian Process Regression. J. Mach. Learn. Res. 23: 61:1-61:34 (2022) - [j9]Matthew T. Pratola:
Editorial: Special Issue on Industry 4.0. Technometrics 64(4): 435-436 (2022) - [j8]Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola:
Using BART to Perform Pareto Optimization and Quantify its Uncertainties. Technometrics 64(4): 564-574 (2022) - 2021
- [j7]Akira Horiguchi, Matthew T. Pratola, Thomas J. Santner:
Assessing variable activity for Bayesian regression trees. Reliab. Eng. Syst. Saf. 207: 107391 (2021) - 2020
- [j6]Reza Mohammadi, Matthew T. Pratola, Maurits Kaptein:
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models. J. Mach. Learn. Res. 21: 201:1-201:26 (2020) - 2019
- [j5]Dai Feng, Vladimir Svetnik, Andy Liaw, Matthew T. Pratola, Robert P. Sheridan:
Building Quantitative Structure-Activity Relationship Models Using Bayesian Additive Regression Trees. J. Chem. Inf. Model. 59(6): 2642-2655 (2019) - 2016
- [j4]Matthew T. Pratola, David M. Higdon:
Bayesian Additive Regression Tree Calibration of Complex High-Dimensional Computer Models. Technometrics 58(2): 166-179 (2016) - 2013
- [j3]Matthew T. Pratola, Stephan R. Sain, Derek Bingham, Michael Wiltberger, E. Joshua Rigler:
Fast Sequential Computer Model Calibration of Large Nonstationary Spatial-Temporal Processes. Technometrics 55(2): 232-242 (2013) - [j2]David Higdon, James R. Gattiker, Earl Lawrence, Charles S. Jackson, Michael Tobis, Matthew T. Pratola, Salman Habib, Katrin Heitmann, Steve Price:
Computer Model Calibration Using the Ensemble Kalman Filter. Technometrics 55(4): 488-500 (2013) - 2003
- [j1]Matthew T. Pratola, Thomas Wolf:
Optimizing GoTools' Search Heuristics using Genetic Algorithms. J. Int. Comput. Games Assoc. 26(1): 28-48 (2003)
Informal and Other Publications
- 2023
- [i4]Hengrui Luo, Matthew T. Pratola:
Sharded Bayesian Additive Regression Trees. CoRR abs/2306.00361 (2023) - 2021
- [i3]Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola:
Using BART for Multiobjective Optimization of Noisy Multiple Objectives. CoRR abs/2101.02558 (2021) - 2019
- [i2]Reza Mohammadi, Matthew T. Pratola, Maurits Kaptein:
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models. CoRR abs/1904.09339 (2019) - 2003
- [i1]Matthew T. Pratola, Thomas Wolf:
Optimizing GoTools' Search Heuristics using Genetic Algorithms. CoRR cs.NE/0302002 (2003)
Coauthor Index
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