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Andreas Christmann

University of Bayreuth

Bootstrap SGD: Algorithmic Stability and Robustness

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Sep 02, 2024
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Optimality of Robust Online Learning

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Apr 20, 2023
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Total Stability of SVMs and Localized SVMs

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Jan 29, 2021
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On the robustness of kernel-based pairwise learning

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Oct 29, 2020
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Total stability of kernel methods

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Sep 22, 2017
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A short note on extension theorems and their connection to universal consistency in machine learning

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Apr 15, 2016
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On the Robustness of Regularized Pairwise Learning Methods Based on Kernels

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Oct 12, 2015
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Learning rates for the risk of kernel based quantile regression estimators in additive models

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May 14, 2014
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On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods

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Jan 29, 2013
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On the stability of bootstrap estimators

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Nov 08, 2011
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