default search action
Andreas Christmann
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j16]Zheng-Chu Guo, Andreas Christmann, Lei Shi:
Optimality of Robust Online Learning. Found. Comput. Math. 24(5): 1455-1483 (2024) - [i7]Andreas Christmann, Yunwen Lei:
Bootstrap SGD: Algorithmic Stability and Robustness. CoRR abs/2409.01074 (2024) - 2023
- [i6]Zheng-Chu Guo, Andreas Christmann, Lei Shi:
Optimality of Robust Online Learning. CoRR abs/2304.10060 (2023) - 2022
- [j15]Hannes Köhler, Andreas Christmann:
Total Stability of SVMs and Localized SVMs. J. Mach. Learn. Res. 23: 100:1-100:41 (2022) - 2021
- [i5]Hannes Köhler, Andreas Christmann
:
Total Stability of SVMs and Localized SVMs. CoRR abs/2101.12678 (2021) - 2020
- [i4]Patrick Gensler, Andreas Christmann:
On the robustness of kernel-based pairwise learning. CoRR abs/2010.15527 (2020)
2010 – 2019
- 2018
- [j14]Andreas Christmann
Total stability of kernel methods. Neurocomputing 289: 101-118 (2018) - [j13]Florian Dumpert, Andreas Christmann
Universal consistency and robustness of localized support vector machines. Neurocomputing 315: 96-106 (2018) - 2017
- [i3]Andreas Christmann, Dao-Hong Xiang, Ding-Xuan Zhou:
Total stability of kernel methods. CoRR abs/1709.07625 (2017) - 2016
- [j12]Andreas Christmann
On the robustness of regularized pairwise learning methods based on kernels. J. Complex. 37: 1-33 (2016) - [i2]Andreas Christmann, Florian Dumpert, Dao-Hong Xiang:
A short note on extension theorems and their connection to universal consistency in machine learning. CoRR abs/1604.04505 (2016) - 2013
- [c9]Andreas Christmann, Robert Hable:
On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel-Based Methods. Empirical Inference 2013: 231-244 - [p1]Robert Hable, Andreas Christmann:
Robustness Versus Consistency in Ill-Posed Classification and Regression Problems. Classification and Data Mining 2013: 27-35 - [i1]Andreas Christmann, Robert Hable:
On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods. CoRR abs/1301.6944 (2013) - 2012
- [j11]Andreas Christmann, Robert Hable:
Consistency of support vector machines using additive kernels for additive models. Comput. Stat. Data Anal. 56(4): 854-873 (2012) - 2011
- [j10]Robert Hable, Andreas Christmann
On qualitative robustness of support vector machines. J. Multivar. Anal. 102(6): 993-1007 (2011) - 2010
- [j9]Arnout Van Messem
A review on consistency and robustness properties of support vector machines for heavy-tailed distributions. Adv. Data Anal. Classif. 4(2-3): 199-220 (2010) - [j8]Michiel Debruyne, Andreas Christmann, Mia Hubert
Robustness of reweighted Least Squares Kernel Based Regression. J. Multivar. Anal. 101(2): 447-463 (2010) - [c8]Andreas Christmann, Ingo Steinwart:
Universal Kernels on Non-Standard Input Spaces. NIPS 2010: 406-414
2000 – 2009
- 2009
- [c7]Ingo Steinwart, Andreas Christmann:
Fast Learning from Non-i.i.d. Observations. NIPS 2009: 1768-1776 - 2008
- [b1]Ingo Steinwart, Andreas Christmann:
Support Vector Machines. Information science and statistics, Springer 2008, ISBN 978-0-387-77241-7, pp. I-XVI, 1-601 - [j7]Andreas Christmann, Arnout Van Messem:
Bouligand Derivatives and Robustness of Support Vector Machines for Regression. J. Mach. Learn. Res. 9: 915-936 (2008) - [c6]Ingo Steinwart, Andreas Christmann:
Sparsity of SVMs that use the epsilon-insensitive loss. NIPS 2008: 1569-1576 - 2007
- [j6]B. Vandewalle, Jan Beirlant
A robust estimator for the tail index of Pareto-type distributions. Comput. Stat. Data Anal. 51(12): 6252-6268 (2007) - [j5]Andreas Christmann, Ingo Steinwart
Robust learning from bites for data mining. Comput. Stat. Data Anal. 52(1): 347-361 (2007) - [c5]Andreas Christmann, Ingo Steinwart:
How SVMs can estimate quantiles and the median. NIPS 2007: 305-312 - 2004
- [j4]Andreas Christmann, Ingo Steinwart:
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition. J. Mach. Learn. Res. 5: 1007-1034 (2004) - [c4]Andreas Christmann:
On a Combination of Convex Risk Minimization Methods. GfKl 2004: 434-441 - 2003
- [j3]Peter J. Rousseeuw, Andreas Christmann:
Robustness against separation and outliers in logistic regression. Comput. Stat. Data Anal. 43(3): 315-332 (2003) - [c3]Andreas Christmann:
Regression depth and support vector machine. Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications 2003: 71-85 - 2002
- [j2]Andreas Christmann, Paul Fischer, Thorsten Joachims:
Comparison between various regression depth methods and the support vector machine to approximate the minimum number of misclassifications. Comput. Stat. 17(2): 273-287 (2002) - [c2]Andreas Christmann, Paul Fischer, Thorsten Joachims:
Classification Based on the Support Vector Machine, Regression Depth, and Discriminant Analysis. COMPSTAT 2002: 225-230
1990 – 1999
- 1999
- [j1]Andreas Christmann
On group sequential tests based on robust location and scale estimators in the two-sample problem. Comput. Stat. 14(3): 339-353 (1999) - 1997
- [c1]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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-01 00:16 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: