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  • 2011

    Consistency and Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

    Van Messem, A., 28 May 2011, VUB PhD Day, May 28, 2010, Brussels (Belgium). (VUB PhD Day, May 28, 2010, Brussels (Belgium)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • 2009

    Consistency and Robustness Properties of SVMs for Heavy-Tailed Distributions

    Van Messem, A., 14 Oct 2009, 17th Annual Meeting of the Belgian Statistical Society, Oct 14-16, 2009, Lommel (Belgium). (17th Annual Meeting of the Belgian Statistical Society, Oct 14-16, 2009, Lommel (Belgium)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • On Consistency and Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

    Van Messem, A., 29 Oct 2009, Second Workshop of the ERCIM Working Group on Computing and Statistics, Oct 29- 31, 2009, Limassol (Cyprus). (Second Workshop of the ERCIM Working Group on Computing and Statistics, Oct 29- 31, 2009, Limassol (Cyprus)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • On Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

    Van Messem, A., 14 Jun 2009, International Conference on Robust Statistics (ICORS), Jun 14-19, 2009, Parma (Italy). (International Conference on Robust Statistics (ICORS), Jun 14-19, 2009, Parma (Italy)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • 2008

    On Robustness Properties of Support Vector Machines Based on Lipschitzian Loss Functions

    Van Messem, A., 12 Nov 2008, International Workshop on Flexible Modelling: Smoothing and Robustness (FMSR 2008), Nov 12-14, 2008, Leuven (Belgium). (International Workshop on Flexible Modelling: Smoothing and Robustness (FMSR 2008), Nov 12-14, 2008, Leuven (Belgium)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • Robustness of Support Vector Machines: the Bouligand Influence Function

    Van Messem, A., 4 Mar 2008, 8th German Open Conference on Probability and Statistics (GOCPS2008), Mar 4-7, 2008, Aachen (Germany). (8th German Open Conference on Probability and Statistics (GOCPS2008), Mar 4-7, 2008, Aachen (Germany)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • The Bouligand influence function: checking robustness of support vector machines

    Van Messem, A., 14 Jul 2008, 7th World Congress in Probability and Statistics, Jul 14-19, 2008, Singapore. (7th World Congress in Probability and Statistics, Jul 14-19, 2008, Singapore).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • 2007

    Bouligand Influence Funtion and Robustness of Support Vector Machines

    Van Messem, A., 1 Sep 2007, Robust and Nonparametric Statistical Inference, Sept 1-6, 2007, Hejnice (Czech Republic). (Robust and Nonparametric Statistical Inference, Sept 1-6, 2007, Hejnice (Czech Republic)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

  • The Bouligand Influence Function and its Application for Support Vector Machines

    Van Messem, A., 18 Oct 2007, 15th Annual Meeting of the Belgian Statistical Society, Oct 18-20, 2007, Antwerp (Belgium). (15th Annual Meeting of the Belgian Statistical Society, Oct 18-20, 2007, Antwerp (Belgium)).

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)