Institutions of the University of Bayreuth
Chair Mathematics VII - Stochastics and mashine learning - Univ.-Prof. Dr. Andreas Christmann

Köhler, Hannes:
On Consistency and Stability of Support Vector Machines and Localized Support Vector Machines.
Bayreuth , 2025 . - VIII,179 P.
( Doctoral thesis, 2025 , University of Bayreuth, Faculty of Mathematics, Physics and Computer Sciences)

Köhler, Hannes:
Lp- and Risk Consistency of Localized SVMs.
In: Neurocomputing. Vol. 598 (2024) . - 128060.
ISSN 0925-2312
DOI der Verlagsversion: https://doi.org/10.1016/j.neucom.2024.128060

Dumpert, Florian:
Statistische Eigenschaften lokalisierter maschineller Lernverfahren.
Bayreuth , 2020 . - ix, 81 P.
( Doctoral thesis, 2020 , University of Bayreuth, Faculty of Mathematics, Physics and Computer Sciences)

Strohriegl, Katharina:
On Robustness and Consistency of Support Vector Machines for non-i.i.d. Observations.
Bayreuth , 2018 . - IV, 147 P.
( Doctoral thesis, 2018 , University of Bayreuth, Faculty of Mathematics, Physics and Computer Sciences)

Kreisel, Tobias ; Dumpert, Florian:
Das Giecher Friedhofsproblem.
Bayreuth , 2015 . - 13 S.