Team > Hannes Köhler, M.Sc.
Hannes Köhler, M.Sc.
Faculty of Mathematics, Physics and Computer Science
Chair of Stochastics and Machine Learning
Publications
2025
Köhler, Hannes
On Consistency and Stability of Support Vector Machines and Localized Support Vector Machines
Bayreuth, 2025. - VIII,179 page
doi:10.15495/EPub_UBT_00008345 ...
(dissertation, 2025,
)
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
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