Spectral Approximation of the IMSE Criterion for Optimal Designs in Kernel-Based Interpolation Models
From MaRDI portal
Publication:2938471
DOI10.1137/130928534zbMath1308.62158OpenAlexW2026445404MaRDI QIDQ2938471
Luc Pronzato, Bertrand Gauthier
Publication date: 14 January 2015
Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)
Full work available at URL: https://semanticscholar.org/paper/4ebc3c1ef2a3d089dcd6797711270be0cd990469
Nonparametric regression and quantile regression (62G08) Optimal statistical designs (62K05) Design of statistical experiments (62K99)
Related Items
Optimal Quadrature-Sparsification for Integral Operator Approximation ⋮ Convex relaxation for IMSE optimal design in random-field models ⋮ Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation ⋮ Fredholm integral relation between compound estimation and prediction (FIRCEP) ⋮ Bayesian Quadrature, Energy Minimization, and Space-Filling Design ⋮ pBO-2GP-3B: a batch parallel known/unknown constrained Bayesian optimization with feasibility classification and its applications in computational fluid dynamics ⋮ Mercer Kernels and Integrated Variance Experimental Design: Connections Between Gaussian Process Regression and Polynomial Approximation ⋮ Locally induced Gaussian processes for large-scale simulation experiments
