Hi, I am Cornelius.

I am a PhD student in Machine Learning at the Univeristy of Oxford. Currently, I am interning 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 work 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