Zeitschrift: Analysis and Applications

2025

Christmann, Andreas ; Lei, Yunwen:
Bootstrap SGD: Algorithmic Stability and Robustness.
In: Analysis and Applications. Bd. 23 (2025) Heft 5 . - S. 675-703.
ISSN 0219-5305
DOI: https://doi.org/10.1142/S0219530525400032

2016

Christmann, Andreas ; Zhou, Ding-Xuan:
Learning rates for the risk of kernel-based quantile regression estimators in additive models.
In: Analysis and Applications. Bd. 14 (2016) Heft 3 . - S. 449-477.
ISSN 0219-5305
DOI: https://doi.org/10.1142/S0219530515500050

Christmann, Andreas ; Dumpert, Florian ; Xiang, Dao-Hong:
On extension theorems and their connection to universal consistency in machine learning.
In: Analysis and Applications. Bd. 14 (2016) Heft 6 . - S. 795-808.
ISSN 0219-5305
DOI: https://doi.org/10.1142/S0219530516400029