Vecchia-approximated Deep Gaussian Processes for Computer Experiments

6 April 2022

Papers citing "Vecchia-approximated Deep Gaussian Processes for Computer Experiments"

6 / 6 papers shown

Title
Modular Jump Gaussian Processes Anna R. Flowers Christopher T. Franck M. Binois Chiwoo Park R. Gramacy GP 40 0 0 21 May 2025
Uncertainty-enabled machine learning for emulation of regional sea-level change caused by the Antarctic Ice Sheet Myungsoo Yoo Giri Gopalan Matthew J. Hoffman Sophie Coulson Holly Kyeore Han C. Wikle Trevor Hillebrand AI4Cl 35 2 0 21 Jun 2024
Deep Horseshoe Gaussian Processes Ismael Castillo Thibault Randrianarisoa BDL UQCV 54 5 0 04 Mar 2024
Free-Form Variational Inference for Gaussian Process State-Space Models Xuhui Fan Edwin V. Bonilla T. O’Kane Scott A. Sisson 21 9 0 20 Feb 2023
Robust expected improvement for Bayesian optimization R. Christianson R. Gramacy 43 9 0 16 Feb 2023
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 129 392 0 02 Mar 2013