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How SVMs can estimate quantiles and the median

Title data

Steinwart, Ingo ; Christmann, Andreas:
How SVMs can estimate quantiles and the median.
In: Platt, John C. ; Koller, Daphne ; Singer, Y. ; Roweis, S. (ed.): Advances in Neural Information Processing Systems 20. Volume 1. - Cambridge, MA : MIT Press , 2008 . - pp. 305-312
ISBN 978-1-60560-352-0

Official URL: Volltext

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Further data

Item Type: Article in a book
Refereed: Yes
Keywords: kernel methods; quantile regression; median regression; regularization; nonparametric regression; statistical machine learning theory; consistency
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: 19 Oct 2015 08:17
Last Modified: 19 Oct 2015 08:17
URI: https://eref.uni-bayreuth.de/id/eprint/20531