Locally induced Gaussian processes for large-scale simulation experiments

28 August 2020

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

5 / 5 papers shown

Title
A Global-Local Approximation Framework for Large-Scale Gaussian Process Modeling Akhil Vakayil Roshan Joseph 18 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 25 24 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 19 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 34 38 0 27 Feb 2015
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 119 391 0 02 Mar 2013