Research

Research interests
Analysing and exploiting out-of-domain behaviour of learned models.

  • Generalisation and domain adaptation.
  • Machine learning security.
  • Privacy in machine learning.
  • Explainable models and weakly supervised localisation.
  • Bayesian deep learning.