Maximilian Steffen
-
by appointment
-
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
Current List of Courses
| Semester | Titel | Links | Typ |
|---|---|---|---|
| Sommersemester 2025 | Tutorial for 0165650 (Statistical Learning) | Übung (Ü) |
| Semester | Titel | Typ |
|---|---|---|
| Winter Semester 2024/25 | Statistik | Lecture |
| Mathematische Statistik | Lecture | |
| Summer Semester 2024 | Mathematik 2 für die Fachrichtung Wirtschaftswissenschaft | Lecture |
| Summer Semester 2023 | Mathematik 2 für die Fachrichtung Wirtschaftswissenschaft | Lecture |
| Winter Semester 2021/22 | Statistical Learning | Lecture |