Forschung

• Safe guarding of AI methods
• Explainable and interpretable machine learning
• Attribution methods for deep vision
• Uncertainty, generalization and robustness in deep learning models

Lehre

• Klausur Digitale Regelungen
• Messtechnisches Praktikum
• Rechnergestützte Verfahren in der Mess- und Regelungstechnik

Veröffentlichungen

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 ]