Weighted Leave-One-Out Cross Validation

26 May 2025

Papers citing "Weighted Leave-One-Out Cross Validation"

9 / 9 papers shown

Title
Comparing Scale Parameter Estimators for Gaussian Process Interpolation with the Brownian Motion Prior: Leave-One-Out Cross Validation and Maximum Likelihood Masha Naslidnyk Motonobu Kanagawa Toni Karvonen Maren Mahsereci GP 50 1 0 14 Jul 2023
Model predictivity assessment: incremental test-set selection and accuracy evaluation E. Fekhari Bertrand Iooss Joseph Muré L. Pronzato M. Rendas 64 13 0 08 Jul 2022
Maximum Likelihood Estimation in Gaussian Process Regression is Ill-Posed Toni Karvonen Chris J. Oates GP 78 26 0 17 Mar 2022
Gaussian Process Regression in the Flat Limit Simon Barthelmé P. Amblard Nicolas M Tremblay K. Usevich GP 29 5 0 04 Jan 2022
Quasi-uniform designs with optimal and near-optimal uniformity constant Lin Teng Runqi Meng 46 5 0 20 Dec 2021
Cross-validation: what does it estimate and how well does it do it? Stephen Bates Trevor Hastie Robert Tibshirani UQCV 109 287 0 01 Apr 2021
Fast calculation of Gaussian Process multiple-fold cross-validation residuals and their covariances D. Ginsbourger Cedric Scharer 43 9 0 08 Jan 2021
Maximum likelihood estimation and uncertainty quantification for Gaussian process approximation of deterministic functions Toni Karvonen George Wynne Filip Tronarp Chris J. Oates Simo Särkkä 104 39 0 29 Jan 2020
Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification François Bachoc 136 228 0 18 Jan 2013