Search results for "Andreas Christmann"

Found 15 publication records. Showing 15 according to the selection in the facets

Hits ?▲	Authors	Title	Venue	Year	Link
1	Andreas Christmann, Robert Hable	Consistency of support vector machines using additive kernels for additive models.	Computational Statistics & Data Analysis	2012	DBLP DOI BibTeX RDF
1	Robert Hable, Andreas Christmann	On qualitative robustness of support vector machines.	J. Multivariate Analysis	2011	DBLP DOI BibTeX RDF
1	Michiel Debruyne, Andreas Christmann, Mia Hubert, Johan A. K. Suykens	Robustness of reweighted Least Squares Kernel Based Regression.	J. Multivariate Analysis	2010	DBLP DOI BibTeX RDF
1	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	2010	DBLP DOI BibTeX RDF
1	Andreas Christmann, Ingo Steinwart	Universal Kernels on Non-Standard Input Spaces.	NIPS	2010	DBLP BibTeX RDF
1	Ingo Steinwart, Andreas Christmann	Fast Learning from Non-i.i.d. Observations.	NIPS	2009	DBLP BibTeX RDF
1	Andreas Christmann, Arnout Van Messem	Bouligand Derivatives and Robustness of Support Vector Machines for Regression.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Ingo Steinwart, Andreas Christmann	Sparsity of SVMs that use the epsilon-insensitive loss.	NIPS	2008	DBLP BibTeX RDF
1	Andreas Christmann, Ingo Steinwart, Mia Hubert	Robust learning from bites for data mining.	Computational Statistics & Data Analysis	2007	DBLP DOI BibTeX RDF
1	B. Vandewalle, J. Beirlant, Andreas Christmann, Mia Hubert	A robust estimator for the tail index of Pareto-type distributions.	Computational Statistics & Data Analysis	2007	DBLP DOI BibTeX RDF
1	Andreas Christmann, Ingo Steinwart	How SVMs can estimate quantiles and the median.	NIPS	2007	DBLP BibTeX RDF
1	Andreas Christmann, Ingo Steinwart	On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition.	Journal of Machine Learning Research	2004	DBLP BibTeX RDF
1	Andreas Christmann	On a Combination of Convex Risk Minimization Methods.	GfKl	2004	DBLP DOI BibTeX RDF
1	Peter J. Rousseeuw, Andreas Christmann	Robustness against separation and outliers in logistic regression.	Computational Statistics & Data Analysis	2003	DBLP DOI BibTeX RDF
1	Andreas Christmann, Günter Schwichtenberg	KIT200x - Eine Expertenumfrage über die Zukunft der Kommunikations- und Informationstechnik jenseits der Jahrtausendwende.	GI-Fachtagung über Rechenzentren	1997	DBLP BibTeX RDF

Publications of "Andreas Christmann" ( http://dblp.L3S.de/Authors/Andreas_Christmann )