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07/20/2023
Discovering Active Subspaces for High-Dimensional Computer Models
Dimension reduction techniques have long been an important topic in stat...
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06/02/2023
Generalized Bayesian MARS: Tools for Emulating Stochastic Computer Models
The multivariate adaptive regression spline (MARS) approach of Friedman ...
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05/15/2023
Elastic Bayesian Model Calibration
Functional data are ubiquitous in scientific modeling. For instance, qua...
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10/17/2022