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:

• Prof Thomas Lukasiewicz, Intelligent Systems Lab, Department of Computer Science, University of Oxford
• Adel Bibi, Torr Vision Group, Department of Engineering Science, University of Oxford
• Prof Michael Wooldridge, Department of Computer Science, University of Oxford