ERef Bayreuth

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On Qualitative Robustness of Support Vector Machines

Title data

Hable, Robert ; Christmann, Andreas:
On Qualitative Robustness of Support Vector Machines.
In: Journal of Multivariate Analysis. Vol. 102 (2011) Issue 6 . - pp. 993-1007.
ISSN 0047-259x
DOI: https://doi.org/10.1016/j.jmva.2011.01.009

Official URL:

Further data

Item Type:	Article in a journal
Refereed:	Yes
Keywords:	Classification; Machine learning; Nonparametric regression; Qualitative robustness; Support vector machines; SVMs
Subject classification:	62G08; 62G35
Institutions of the University:	Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics VII - Stochastics Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics VII - Stochastics > Chair Mathematics VII - Stochastics - 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 06:37
Last Modified:	19 Oct 2015 07:01
URI:	https://eref.uni-bayreuth.de/id/eprint/20519