English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
 
 
DownloadE-Mail
 Local TagsRelease HistoryDetailsSummary
  Observations on the Nyström Method for Gaussian Process Prediction

Williams, C., Rasmussen, C., Scwaighofer, A., & Tresp, V.(2002). Observations on the Nyström Method for Gaussian Process Prediction. Edinburgh, UK: University of Edinburgh.

Item is

 

show all hide all

Basic

show hide
Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-E119-9 Version Permalink: https://hdl.handle.net/21.11116/0000-0002-85D6-6
Genre: Report

Files

show Files

Locators

show
hide
Locator:
http://mlg.eng.cam.ac.uk/pub/pdf/WilRasSchTre02.pdf (Any fulltext)
Description:
-
OA-Status:

Creators

show
hide
 Creators:
Williams, CKI, Author
Rasmussen, CE1, Author           
Scwaighofer, A, Author
Tresp, V, Author
Affiliations:
1University College London, ou_persistent22              

Content

show
hide
Free keywords: -
 Abstract: A number of methods for speeding up Gaussian Process (GP) prediction have been proposed, including the Nyström method of Williams and Seeger (2001). In this paper we focus on two issues (1) the relationship of the Nyström method to the Subset of Regressors method (Poggio and Girosi 1990; Luo and Wahba, 1997) and (2) understanding in what circumstances the Nyström approximation would be expected to provide a good approximation to exact GP regression.

Details

show
hide
Language(s):
 Dates: 2002-01
 Publication Status: Issued
 Pages: 9
 Publishing info: Edinburgh, UK : University of Edinburgh
 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: 2292
 Degree: -

Event

show

Legal Case

show

Project information

show

Source 1

show
hide
Title: Technical Report of the University of Edinburgh
Source Genre: Series
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: - Identifier: -