Non-Stationary Spectral Kernels

24 May 2017

Papers citing "Non-Stationary Spectral Kernels"

8 / 8 papers shown

Title
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo Markus Heinonen Henrik Mannerstrom Juho Rousu Samuel Kaski Harri Lähdesmäki 50 103 0 18 Aug 2015
Generalized Spectral Kernels Yves-Laurent Kom Samo Stephen J. Roberts 53 55 0 07 Jun 2015
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) A. Wilson H. Nickisch GP 66 513 0 03 Mar 2015
A la Carte - Learning Fast Kernels Zichao Yang Alex Smola Le Song A. Wilson 75 132 0 19 Dec 2014
Approximate Inference for Nonstationary Heteroscedastic Gaussian process Regression Ville Tolvanen Pasi Jylänki Aki Vehtari 61 61 0 22 Apr 2014
Input Warping for Bayesian Optimization of Non-stationary Functions Jasper Snoek Kevin Swersky R. Zemel Ryan P. Adams 90 238 0 05 Feb 2014
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 66 607 0 18 Feb 2013
Bayesian treed Gaussian process models with an application to computer modeling R. Gramacy Herbert K. H. Lee 182 679 0 24 Oct 2007