Maximilian Steffen
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by appointment
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Kollegiengebäude Mathematik (20.30)
2.006-
maximilian.steffen@kit.edu
Preprints
- AdamMCMC: Combining Metropolis adjusted Langevin with momentum-based optimization with Sebastian Bieringer, Gregor Kasieczka and Mathias Trabs, arXiv:2312.14027
- Statistical guarantees for stochastic Metropolis-Hastings with Sebastian Bieringer, Gregor Kasieczka and Mathias Trabs, arXiv:2310.09335
- A PAC-Bayes oracle inequality for sparse neural networks with Mathias Trabs, arXiv:2204.12392
- Estimating a multivariate Lévy density based on discrete observations, arXiv:2305.14315
- PAC-Bayes bounds for high-dimensional multi-index models with unknown active dimension, arXiv:2303.13474
MCMC by backprop
| Semester | Titel | Typ |
|---|---|---|
| Summer Semester 2024 | Mathematik 2 für die Fachrichtung Wirtschaftswissenschaft | Lecture |
| Winter Semester 2023/24 | Functional Data Analysis | Lecture |
| Proseminar (Kombinatorik) | Proseminar | |
| Summer Semester 2023 | Mathematik 2 für die Fachrichtung Wirtschaftswissenschaft | Lecture |
| Winter Semester 2021/22 | Statistical Learning | Lecture |