Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification

18 January 2013

Papers citing "Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification"

6 / 6 papers shown

Title
Weighted Leave-One-Out Cross Validation L. Pronzato M. Rendas 21 0 0 26 May 2025
Cross-validation estimation of covariance parameters under fixed-domain asymptotics François Bachoc A. Lagnoux Thi Mong Ngoc Nguyen 28 22 0 10 Oct 2016
An analytic comparison of regularization methods for Gaussian Processes Hossein Mohammadi Rodolphe Le Riche N. Durrande E. Touboul X. Bay 29 23 0 02 Feb 2016
Numerical studies of the metamodel fitting and validation processes Bertrand Iooss Loic Boussouf Vincent Feuillard A. Marrel 88 70 0 07 Jan 2010
Fixed-domain asymptotic properties of tapered maximum likelihood estimators Juan Du Hao Zhang V. Mandrekar 80 146 0 02 Sep 2009
On the consistent separation of scale and variance for Gaussian random fields E. Anderes 90 73 0 20 Jun 2009