My research interests lie at the intersection of machine learning and applied mathematics. In particular this includes the following topics:
- Representational capacity of neural networks
- Connections between neural networks and differential equations
- Geometry of optimal control problems, in particular structural properties of optimal policies
During my MSc studies at the University of Warwick I was supervised by Nikos Zygouras and Theo Damoulas and completed my thesis on the parameter estimation of determinantal point processes. You can find the PDF here.