Andreas Christmann

	2012
15		Andreas Christmann, Robert Hable: Consistency of support vector machines using additive kernels for additive models. Computational Statistics & Data Analysis 56(4): 854-873 (2012)
	2011
14		Robert Hable, Andreas Christmann: On qualitative robustness of support vector machines. J. Multivariate Analysis 102(6): 993-1007 (2011)
	2010
13		Andreas Christmann, Ingo Steinwart: Universal Kernels on Non-Standard Input Spaces. NIPS 2010: 406-414
12		Arnout Van Messem, Andreas Christmann: A review on consistency and robustness properties of support vector machines for heavy-tailed distributions. Adv. Data Analysis and Classification 4(2-3): 199-220 (2010)
11		Michiel Debruyne, Andreas Christmann, Mia Hubert, Johan A. K. Suykens: Robustness of reweighted Least Squares Kernel Based Regression. J. Multivariate Analysis 101(2): 447-463 (2010)
	2009
10		Ingo Steinwart, Andreas Christmann: Fast Learning from Non-i.i.d. Observations. NIPS 2009: 1768-1776
	2008
9		Ingo Steinwart, Andreas Christmann: Sparsity of SVMs that use the epsilon-insensitive loss. NIPS 2008: 1569-1576
8		Andreas Christmann, Arnout Van Messem: Bouligand Derivatives and Robustness of Support Vector Machines for Regression. Journal of Machine Learning Research 9: 915-936 (2008)
	2007
7		Andreas Christmann, Ingo Steinwart: How SVMs can estimate quantiles and the median. NIPS 2007
6		B. Vandewalle, J. Beirlant, Andreas Christmann, Mia Hubert: A robust estimator for the tail index of Pareto-type distributions. Computational Statistics & Data Analysis 51(12): 6252-6268 (2007)
5		Andreas Christmann, Ingo Steinwart, Mia Hubert: Robust learning from bites for data mining. Computational Statistics & Data Analysis 52(1): 347-361 (2007)
	2004
4		Andreas Christmann: On a Combination of Convex Risk Minimization Methods. GfKl 2004: 434-441
3		Andreas Christmann, Ingo Steinwart: On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition. Journal of Machine Learning Research 5: 1007-1034 (2004)
	2003
2		Peter J. Rousseeuw, Andreas Christmann: Robustness against separation and outliers in logistic regression. Computational Statistics & Data Analysis 43(3): 315-332 (2003)
	1997
1		Andreas Christmann, Günter Schwichtenberg: KIT200x - Eine Expertenumfrage über die Zukunft der Kommunikations- und Informationstechnik jenseits der Jahrtausendwende. GI-Fachtagung über Rechenzentren 1997: 1-26

Coauthor Index

1	J. Beirlant	[6]
2	Michiel Debruyne	[11]
3	Robert Hable	[14] [15]
4	Mia Hubert	[5] [6] [11]
5	Arnout Van Messem	[8] [12]
6	Peter Rousseeuw (Peter J. Rousseeuw)	[2]
7	Günter Schwichtenberg	[1]
8	Ingo Steinwart	[3] [5] [7] [9] [10] [13]
9	Johan A. K. Suykens	[11]
10	B. Vandewalle	[6]

Colors in the list of coauthors

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