I am a research scientist at the Bosch Center for Artificial Intelligence. Currently I work on machine learning algorithms for the application domain of autonomous driving, based on probabilistic graphical networks. Other topics are predictive diagnosis of faults based on time series from sensor data and detection of anomalies.
My Research Fields
- Time Series Classification and Analysis
- Probabilistic Inference
- Graphical Models