Locally induced Gaussian processes for large-scale simulation experiments

28 August 2020

Papers citing "Locally induced Gaussian processes for large-scale simulation experiments"

7 / 7 papers shown

Title
Modular Jump Gaussian Processes Anna R. Flowers Christopher T. Franck M. Binois Chiwoo Park R. Gramacy GP 22 0 0 21 May 2025
Multitask methods for predicting molecular properties from heterogeneous data Katharine Fisher Michael Herbst Youssef Marzouk 28 6 0 31 Jan 2024
A Global-Local Approximation Framework for Large-Scale Gaussian Process Modeling Akhil Vakayil Roshan Joseph 30 2 0 17 May 2023
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation Henry B. Moss Sebastian W. Ober Victor Picheny 37 25 0 24 Jan 2023
Fast Gaussian Process Posterior Mean Prediction via Local Cross Validation and Precomputation Alec M. Dunton Benjamin W. Priest Amanda Muyskens GP 32 3 0 22 May 2022
Mercer kernels and integrated variance experimental design: connections between Gaussian process regression and polynomial approximation Alex A. Gorodetsky Youssef M. Marzouk 36 38 0 27 Feb 2015
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 129 392 0 02 Mar 2013