On consistency and robustness properties of Support Vector Machines for heavy-tailed distributions

Christmann, Andreas; Van Messem, Arnout; Steinwart, Ingo

doi:10.4310/SII.2009.v2.n3.a5

Request a copy

Article (Scientific journals)

On consistency and robustness properties of Support Vector Machines for heavy-tailed distributions

Christmann, Andreas; Van Messem, Arnout; Steinwart, Ingo

2009 • In Statistics and Its Interface, 2, p. 311-327

Peer reviewed

Permalink
https://hdl.handle.net/2268/257826

DOI
10.4310/SII.2009.v2.n3.a5

Files (1)Send to Details Statistics Bibliography Similar publications

Files

Full Text

002_2009_ChristmannVanMessemSteinwart.pdf

Publisher postprint (348.34 kB)

Request a copy

All documents in ORBi are protected by a user license.

Send to

RIS BibTex APA Chicago Permalink X Linkedin

Details

Disciplines :

Mathematics

Author, co-author :

Christmann, Andreas

Van Messem, Arnout ; Vrije Universiteit Brussel - VUB > Departement Wiskunde

Steinwart, Ingo

Language :

English

Title :

On consistency and robustness properties of Support Vector Machines for heavy-tailed distributions

Publication date :

2009

Journal title :

Statistics and Its Interface

ISSN :

1938-7989

eISSN :

1938-7997

Publisher :

International Press of Boston, United States - Massachusetts

Volume :

Pages :

311-327

Peer reviewed :

Peer reviewed

Available on ORBi :

since 10 March 2021

Statistics

Number of views

43 (5 by ULiège)

Number of downloads

3 (2 by ULiège)

More statistics

OpenCitations

OpenAlex citations