Alumni, Alumni 2024
Robin Schirrmeister
Postal address
Institut für InformatikAlbert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 074
79110 Freiburg, Germany
Fax
+49 761 203-74217Office
Building 74, Room 00-011Research Interests
Researching machine learning for medicine, in particular:
- Deep learning for EEG brain-signal decoding
- Model interpretability for scientific discovery
- Brain-computer interfaces
- Automated (EEG) diagnosis
For more information about me, please see my Google Scholar Page and my CV.
Publications
2020 |
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features Inproceedings In: Larochelle, H; Ranzato, M; Hadsell, R; Balcan, M F; Lin, H (Ed.): Advances in Neural Information Processing Systems, pp. 21038–21049, Curran Associates, Inc., 2020. |
2018 |
Training Generative Reversible Networks Inproceedings In: ICML 2018 workshop on Theoretical Foundations and Applications of Deep Generative Models, 2018. |
2017 |
Deep learning with convolutional neural networks for EEG decoding and visualization Journal Article In: Human Brain Mapping, vol. 38, pp. 5391–5420, 2017. |