M.Sc. Felix Hauser
- Research Associate
- Room: 033
- Phone: +49 721 608-42342
- felix hauserApq1∂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
Ömer Sahin Tas, Felix Hauser, Martin Lauer. Efficient Sampling in POMDPs for Motion Planning Using Multi-armed Bandits in Continuous Spaces. In Proc. IEEE Intell. Veh. Symp., Nagoya, Japan, July 2021. [ .pdf ]
Ömer Sahin Tas, Felix Hauser, Christoph Stiller. Decision-Time Postponing Motion Planning for Combinatorial Uncertain Maneuvering. In Proc. IEEE Intell. Trans. Syst. Conf., Hawaii, USA, November 2018. [ .pdf ]