M.Sc. Felix Hauser
- Research Associate
- Room: 033
- Phone: +49 721 608-42342
- felix hauserRso7∂kit edu
Karlsruhe Institute of Technology (KIT)
Institute of Measurement and Control Systems
Engler-Bunte-Ring 21
Building 40.32
76131 Karlsruhe, Germany
Research
- Safe guarding of AI methods
- Explainable and interpretable machine learning
- Attribution methods for deep vision
- Uncertainty, generalization and robustness in deep learning models
Teaching
- Klausur Digitale Regelungen
- Messtechnisches Praktikum
- Rechnergestützte Verfahren in der Mess- und Regelungstechnik
Publications
-
Efficient sampling in POMDPs with lipschitz bandits for motion planning in continuous spaces
Taş, Ö. Ş.; Hauser, F.; Lauer, M.
2021. 2021 IEEE Intelligent Vehicles Symposium (IV): 11-17 July 2021, online, 1081–1088, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IV48863.2021.9575303 -
Decision- Time Postponing Motion Planning for Combinatorial Uncertain Maneuvering
Tas, O. S.; Hauser, F.; Stiller, C.
2018. 21st IEEE International Conference on Intelligent Transportation Systems, ITSC 2018; Maui; United States; 4 November 2018 through 7 November 2018, 2419–2425, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC.2018.8569580