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Invariances of random fields paths, with applications in Gaussian Process Regression

Invariances of random fields paths, with applications in Gaussian Process Regression

D. Ginsbourger
O. Roustant
N. Durrande
ArXiv (abs)PDFHTML

Papers citing "Invariances of random fields paths, with applications in Gaussian Process Regression"

3 / 3 papers shown
Title
Additive Gaussian Processes
Additive Gaussian Processes
David Duvenaud
H. Nickisch
C. Rasmussen
GP
110
330
0
19 Dec 2011
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
86
102
0
27 Nov 2011
Minimax-optimal rates for sparse additive models over kernel classes via convex programming
Minimax-optimal rates for sparse additive models over kernel classes via convex programming
Garvesh Raskutti
Martin J. Wainwright
Bin Yu
154
287
0
21 Aug 2010