About
Better known as “Oscar” 😊
I am a Ph.D. student at Technical University of Munich working at the CISPA Helmholtz Center for Information Security. I am also a member of the TUM Graduate School.
My primary research interest is Machine Learning, with a particular focus on:
- Neuro-symbolic Computing
- Sequential Decision Making
- Reinforcement Learning
More broadly, I am interested in exploring underutilized mathematical frameworks and adapting them to machine learning settings, bridging the gap between abstract theory and practical algorithms. In this direction, my current work engages with Neural ODEs as continuous-depth models for dynamical systems, and Rough Path Theory as a general mathematical tool for sequence modeling.
