I am currently a postdoctoral researcher at Imperial College in London. Before this I was a postdoc at the CWI (Centrum Wiskunde & Informatica) in Amsterdam. My research interests are in optimization and applied probability and the applications of these topics in machine learning, privacy, and explainability.
I obtained my PhD cum laude from the University of Bologna in Financial Mathematics as part of a Marie-Curie ITN-EID project. I have obtained my Master's degree in Quantitative Finance at the VU Amsterdam and my Bachelor's degree in Applied Mathematics from the Delft University of Technology.
For our work on smart mobility using digital twins with Skialabs, see our website
May 2019 "Generalization in fully-connected neural networks for time series forecasting" got accepted to the ICML Time Series Workshop
May 2019 "The effects of optimization on generalization in infinitely wide neural networks" got accepted to the ICML Workshop on Understanding and Improving Generalization in Deep Learning