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Robust Learning from Bites for Data Mining

Title data

Christmann, Andreas ; Steinwart, Ingo ; Hubert, Mia:
Robust Learning from Bites for Data Mining.
In: Computational Statistics & Data Analysis. Vol. 52 (2007) Issue 1 . - pp. 347-361.
ISSN 0167-9473
DOI: https://doi.org/10.1016/j.csda.2006.12.009

Official URL: Volltext

Further data

Item Type: Article in a journal
Refereed: Yes
Keywords: Breakdown point; Convex risk minimization; Data mining; Distributed computing; Influence function; Logistic regression; Robustness; Scalability; Statistical machine learning; Support vector machine
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: No
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 310 Statistics
500 Science > 510 Mathematics
Date Deposited: 20 Oct 2015 07:14
Last Modified: 20 Oct 2015 07:14
URI: https://eref.uni-bayreuth.de/id/eprint/20557