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Chair of Stochastics and Machine Learning

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Team > Hannes Köhler, M.Sc.

Overview
Overview
KoehlerHannes2 Hannes Köhler, M.Sc.
KoehlerHannes2

Faculty of Mathematics, Physics and Computer Science
Chair of Stochastics and Machine Learning


Publications

2024

Köhler, Hannes
Lp- and Risk Consistency of Localized SVMs
in Neurocomputing volume 598 (2024)
doi:10.1016/j.neucom.2024.128060 ...

Köhler, Hannes
On the Connection between Lp- and Risk Consistency and its Implications on Regularized Kernel M ...
in Journal of Machine Learning Research volume 25 (2024) issue 213. - page 1-33
https://www.jmlr.org/papers/v25/23-0397.html

2023

Köhler, Hannes
Lp- and Risk Consistency of Localized SVMs
Bayreuth, 2023. - 29 page
doi:10.48550/arXiv.2305.09385 ...

2023

Köhler, Hannes
On the Connection between Lₚ and Risk Consistency and its Implications on Regularized Kernel Me ...
Bayreuth, 2023. - 33 page
doi:10.48550/arXiv.2303.15210 ...

2022

Köhler, Hannes; Christmann, Andreas
Total Stability of SVMs and Localized SVMs
in Journal of Machine Learning Research volume 23 (2022) issue 100. - page 1-41
http://jmlr.org/papers/v23/21-0129.html

2021

Köhler, Hannes; Christmann, Andreas
Total Stability of SVMs and Localized SVMs
Bayreuth, 2021. - 30 page
https://arxiv.org/abs/2101.12678

KoehlerHannes2

Faculty of Mathematics, Physics and Computer Science
Chair of Stochastics and Machine Learning


Hannes Köhler, M.Sc.
Scientific Assistant

Building: NW II, Room: 3.1.01.524

Phone: +49 (0)921/55-3274
E-mail: Hannes.Koehler@uni-bayreuth.de

Webmaster: Univ.Prof.Dr. Andreas Christmann

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