Hi, I am Cornelius.

I am a PhD student in Machine Learning at the Univeristy of Oxford. Last year, I interned at Wise in London as a Machine Learning Research Scientist.

My PhD research focuses on:

  • Medical Machine learning: In particular applications in personalised medicine
  • Robustness: Ensuring ML methods predict with certain garuantees and do not fail unpredictedly in safety relevant applications.
  • Uncertainty: Getting meaningful uncertainty information from Neural Networks
  • Calibration: Matching predictive distributions with probabilities for interpretable and robust machine learning.
  • Probabistic Deep Learning: Bayesian Deep Learning, Generative Models

My supervisors are: