Team > Hannes Köhler, M.Sc.
Hannes Köhler, M.Sc.
Fakultät für Mathematik, Physik und Informatik
Lehrstuhl Stochastik und maschinelles Lernen
Publikationen
2025
Köhler, Hannes
On Consistency and Stability of Support Vector Machines and Localized Support Vector Machines
Bayreuth, 2025. - VIII,179 S.
doi:10.15495/EPub_UBT_00008345 ...
(Dissertation, 2025,
)
2024
Köhler, Hannes
Lp- and Risk Consistency of Localized SVMs
In: Neurocomputing Bd. 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 Bd. 25 (2024) Heft 213. - S. 1-33
https://www.jmlr.org/papers/v25/23-0397.html
2023
Köhler, Hannes
Lp- and Risk Consistency of Localized SVMs
Bayreuth, 2023. - 29 S.
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 S.
doi:10.48550/arXiv.2303.15210 ...
2022
Köhler, Hannes; Christmann, Andreas
Total Stability of SVMs and Localized SVMs
In: Journal of Machine Learning Research Bd. 23 (2022) Heft 100. - S. 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 S.
https://arxiv.org/abs/2101.12678
Fakultät für Mathematik, Physik und Informatik
Lehrstuhl Stochastik und maschinelles Lernen
Hannes Köhler, M.Sc.
Wissenschaftlicher Mitarbeiter
Gebäude: NW II, Raum: 3.1.01.524
Telefon: +49 (0)921/55-3274
E-Mail: Hannes.Koehler@uni-bayreuth.de