On Negative Transfer and Structure of Latent Functions in Multi-output Gaussian Processes

6 April 2020

Papers citing "On Negative Transfer and Structure of Latent Functions in Multi-output Gaussian Processes"

12 / 12 papers shown

Title
Exact Gaussian Processes on a Million Data Points Ke Alexander Wang Geoff Pleiss Jacob R. Gardner Stephen Tyree Kilian Q. Weinberger A. Wilson GP 55 230 0 19 Mar 2019
Rates of Convergence for Sparse Variational Gaussian Process Regression David R. Burt C. Rasmussen Mark van der Wilk 64 155 0 08 Mar 2019
Non-linear process convolutions for multi-output Gaussian processes Mauricio A. Alvarez W. Ward Cristian Guarnizo Lemus 60 22 0 10 Oct 2018
Multi-Output Convolution Spectral Mixture for Gaussian Processes Kai Chen Twan van Laarhoven P. Groot Jinsong Chen E. Marchiori 60 11 0 07 Aug 2018
Heterogeneous Multi-output Gaussian Process Prediction P. Moreno-Muñoz Antonio Artés-Rodríguez Mauricio A. Alvarez 59 72 0 19 May 2018
On Prediction Properties of Kriging: Uniform Error Bounds and Robustness Wei Cao Rui Tuo C. F. Jeff Wu 42 60 0 18 Oct 2017
Spectral Mixture Kernels for Multi-Output Gaussian Processes Gabriel Parra Felipe A. Tobar 38 79 0 05 Sep 2017
Gaussian Process Random Fields David A. Moore Stuart J. Russell GP 37 19 0 31 Oct 2015
Distributed Gaussian Processes M. Deisenroth Jun Wei Ng GP 73 341 0 10 Feb 2015
Speeding up neighborhood search in local Gaussian process prediction R. Gramacy B. Haaland 77 50 0 30 Aug 2014
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 262 395 0 02 Mar 2013
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 210 929 0 30 Jun 2011