Statistics – Machine Learning
Scientist
Statistics
Machine Learning
Scientist
University of Bayreuth
Asymptotic Confidence Sets for General Nonparametric Regression and Classification by Regularized Kernel Methods
Asymptotic Normality of Support Vector Machine Variants and Other Regularized Kernel Methods
Estimation of scale functions to model heteroscedasticity by support vector machines
Qualitative Robustness of Support Vector Machines
Support Vector Machines for Additive Models: Consistency and Robustness
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