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Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods

Title data

Christmann, Andreas ; Salibián-Barrera, Matías ; van Aelst, Stefan:
Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods.
In: Becker, Claudia ; Fried, Roland ; Kuhnt, Sonja (ed.): Robustness and Complex Data Structures : Festschrift in Honour of Ursula Gather. - Heidelberg ; New York : Springer , 2013 . - pp. 263-278
ISBN 978-3-642-35494-6
DOI: https://doi.org/10.1007/978-3-642-35494-6_16

Official URL: Volltext

Further data

Item Type: Article in a book
Refereed: Yes
Keywords: Bootstrap; qualitative robustness; kernel based methods; SVM; support vector machine
Institutions of the University: Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics VII - Stochastics and Machine Learning
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics VII - Stochastics and Machine Learning > Chair Mathematics VII - Stochastics and mashine learning - Univ.-Prof. Dr. Andreas Christmann
Faculties
Faculties > Faculty of Mathematics, Physics und Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 310 Statistics
500 Science > 510 Mathematics
Date Deposited: 19 Oct 2015 06:32
Last Modified: 07 Aug 2023 13:10
URI: https://eref.uni-bayreuth.de/id/eprint/20518