Felix Hauser

M.Sc. Felix Hauser

  • 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

Open Theses

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. accepted. [ .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 ]