TR32-Database: Database of Transregio 32

[762] - A finite element method for density estimation with Gaussian priors

All available metadata of the dataset are listed below. Some features are available, e.g. download of dataset or additional description file.

Features
Citation
Griebel, M., Hegland, M., 2010. A finite element method for density estimation with Gaussian priors. SIAM Journal on Numerical Analysis, 47 (6), 4759 - 4792. DOI: 10.1137/080736478.
Identification
Title(s):Main Title: A finite element method for density estimation with Gaussian priors
Description(s):Abstract: A variational problem characterizing the density estimator defined by the maximum a posteriori method with Gaussian process priors is derived. It is shown that this problem is well posed and can be solved with Newton’s method. Numerically, the solution is approximated by a Galerkin/finite element method with piecewise multilinear functions on uniform grids. Error bounds for this method are given and numerical experiments are performed for one-, two-, and three-dimensional examples.
Identifier(s):DOI: 10.1137/080736478
Responsible Party
Creator(s):Author: Michael Griebel
Author: Markus Hegland
Publisher:Society for Industrial and Applied Mathematics
Topic
TR32 Topic:Other
Subject(s):CRC/TR32 Keywords: Newton, Galerkin, Density Estimation
File Details
File Name:2010_Griebel_SIAM.pdf
Data Type:Text
Size(s):34 Pages
File Size:402 kB (0.393 MB)
Date(s):Date Accepted: 2009-12-10
Issued: 2010-02-24
Mime Type:application/pdf
Data Format:PDF
Language:English
Status:Completed
Constraints
Download Permission:OnlyTR32
General Access and Use Conditions:For internal use only
Access Limitations:For internal use only
Licence:TR32DB Data policy agreement
Geographic
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Measurement Region:None
Measurement Location:--None--
Specific Informations - Publication
Status:Published
Review:PeerReview
Year:2010
Type:Article
Article Type:Journal
Source:SIAM Journal on Numerical Analysis
Issue:6
Volume:47
Number Of Pages:34
Page Range:4759 - 4792
Metadata Details
Metadata Creator:Harrie-Jan Hendricks-Franssen
Metadata Created:2013-12-03
Metadata Last Updated:2013-12-03
Subproject:D5
Funding Phase:1
Metadata Language:English
Metadata Version:V40
Dataset Metrics
Page Visits:137
Metadata Downloads:0
Dataset Downloads:0
Dataset Activity
Features