I am a research scientist at the Bosch Center for Artificial Intelligence in Renningen. My research aims at the quantification of uncertainties. In particular, I am interested in how model and measurement uncertainties propagate through a combination of probabilistic models. Before joining BCAI, I was as a principal scientist at the Institute for Information Technology in Oldenburg focusing on safety analysis for autonomous driving via statistical model checking. During my PhD at the Max Planck Institute for biological cybernetics I worked on Bayesian inference for neural data analysis.
My Research Fields
- Bayesian Inference
- Gaussian Processes
- Uncertainty Quantification
- Probabilistic Dynamics Modelling