Publications

Article in a journal (peer-reviewed)

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

Article in a book (peer-reviewed)

Gensler, Patrick; Christmann, Andreas
On the Robustness of Kernel-Based Pairwise Learning
In: Steland, Ansgar ; Tsui, Kwok-Leung (ed.): Artificial Intelligence, Big Data and Data Science in Statistics : Challenges and Solutions in Environmetrics, the Natural Sciences and Technology - Cham: Springer, 2022. - pp. 111-153
doi:10.1007/978-3-031-07155-3_5 ...