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FACULTY OF MATHEMATICS, PHYSICS & COMPUTER SCIENCE

Chair of Stochastics and Machine Learning

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Publications

year    2025   2024   2023   2022   2021    all years

Article in a journal (peer-reviewed)

Christmann, Andreas; Lei, Yunwen
Bootstrap SGD: Algorithmic Stability and Robustness
in Analysis and Applications vol. 23 (2025) issue 5. - pp. 675-703
doi:10.1142/S0219530525400032 ...

Preprint, postprint, working paper, discussion paper

Bai, Jinhui; Christmann, Andreas; Shi, Lei
Truncated Kernel Stochastic Gradient Descent with General Losses and Spherical Radial Basi ...
arXiv, 2025. - 44 pp.
doi:10.48550/arXiv.2510.04237 ...

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