String and Membrane Gaussian Processes

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String and Membrane Gaussian Processes

24 July 2015

Yves-Laurent Kom Samo

Stephen J. Roberts

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Papers citing "String and Membrane Gaussian Processes"

17 / 17 papers shown

Title
Stochastic Portfolio Theory: A Machine Learning Perspective Yves-Laurent Kom Samo A. Vervuurt 32 23 0 09 May 2016
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) A. Wilson H. Nickisch GP 71 514 0 03 Mar 2015
Distributed Gaussian Processes M. Deisenroth Jun Wei Ng GP 73 341 0 10 Feb 2015
A la Carte - Learning Fast Kernels Zichao Yang Alex Smola Le Song A. Wilson 81 133 0 19 Dec 2014
Scalable Variational Gaussian Process Classification J. Hensman A. G. Matthews Zoubin Ghahramani BDL 75 645 0 07 Nov 2014
Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions Yanshuai Cao David J. Fleet 44 186 0 28 Oct 2014
Fastfood: Approximate Kernel Expansions in Loglinear Time Quoc V. Le Tamás Sarlós Alex Smola 95 444 0 13 Aug 2014
Manifold Gaussian Processes for Regression Roberto Calandra Jan Peters C. Rasmussen M. Deisenroth 170 274 0 24 Feb 2014
Student-t Processes as Alternatives to Gaussian Processes Amar Shah A. Wilson Zoubin Ghahramani GP 95 203 0 18 Feb 2014
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 107 1,235 0 26 Sep 2013
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 78 609 0 18 Feb 2013
A survey of non-exchangeable priors for Bayesian nonparametric models N. Foti Sinead Williamson 53 48 0 20 Nov 2012
Stochastic Variational Inference Matt Hoffman David M. Blei Chong-Jun Wang John Paisley BDL 262 2,627 0 29 Jun 2012
Additive Gaussian Processes David Duvenaud H. Nickisch C. Rasmussen GP 107 330 0 19 Dec 2011
Additive Covariance Kernels for High-Dimensional Gaussian Process Modeling N. Durrande D. Ginsbourger O. Roustant L. Carraro 79 102 0 27 Nov 2011
Elliptical slice sampling Iain Murray Ryan P. Adams D. MacKay 136 465 0 31 Dec 2009
Bayesian treed Gaussian process models with an application to computer modeling R. Gramacy Herbert K. H. Lee 189 680 0 24 Oct 2007

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