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KBER: A kernel bandwidth estimate using the Ricci curvature

Authors :
Abdelrahman Eid
Nicolas Wicker
Source :
Communications in Statistics - Theory and Methods. 52:398-408
Publication Year :
2021
Publisher :
Informa UK Limited, 2021.

Abstract

The choice of a bandwidth can affect dramatically the accuracy of classification methods relying on it. Recently, a large number of methods to choose the bandwidth have been developed. This article...

Subjects

Subjects :
Statistics and Probability
Bandwidth (computing)
Classification methods
Kernel Bandwidth
Topology
Ricci curvature
Mathematics

Details

ISSN :
1532415X and 03610926
Volume :
52
Database :
OpenAIRE
Journal :
Communications in Statistics - Theory and Methods
Accession number :
edsair.doi...........a6e680eabc592162a6998a0e624588a8
Full Text :
https://doi.org/10.1080/03610926.2021.1914099
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