Currently conducting doctoral research at the AIML Lab/CAUSE Lab, focusing on machine learning on time series.
Education
- 2022 - present: Ph.D. student at AIML Lab/CAUSE Lab, CS Department, TU Darmstadt, Germany
- 2019 - 2022: M.Sc. in computer science at TU Darmstadt, Germany
- 2016 - 2019: B.Sc. in computer science at TU Darmstadt, Germany
Background
Research interests include machine learning on time series, specifically questions such as forecasting, summarization, and classification. Also interested in tractable probabilistic models (e.g., normalizing flows and probabilistic circuits), graph neural networks, and their combination with interactive learning and causal reasoning.