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An analytic comparison of regularization methods for Gaussian Processes

An analytic comparison of regularization methods for Gaussian Processes

2 February 2016
Hossein Mohammadi
Rodolphe Le Riche
N. Durrande
E. Touboul
X. Bay
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Papers citing "An analytic comparison of regularization methods for Gaussian Processes"

4 / 4 papers shown
Title
Cross Validation and Maximum Likelihood estimations of hyper-parameters
  of Gaussian processes with model misspecification
Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification
François Bachoc
62
227
0
18 Jan 2013
Additive Covariance Kernels for High-Dimensional Gaussian Process
  Modeling
Additive Covariance Kernels for High-Dimensional Gaussian Process Modeling
N. Durrande
D. Ginsbourger
O. Roustant
L. Carraro
68
100
0
27 Nov 2011
Sequential design of computer experiments for the estimation of a
  probability of failure
Sequential design of computer experiments for the estimation of a probability of failure
Julien Bect
D. Ginsbourger
Ling Li
Victor Picheny
E. Vázquez
81
348
0
27 Sep 2010
Cases for the nugget in modeling computer experiments
Cases for the nugget in modeling computer experiments
R. Gramacy
Herbert K. H. Lee
114
279
0
26 Jul 2010
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