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My interests are in data science and network analsyis. I teach a related course in Edinburgh, called Machine Learning Theory. For more information, see:

Research group web site with more details.

Research Interests

  • Machine learning and Optimization algorithms.
  • Privacy, fairness and Explainability.
  • Generative AI and artificial data.
  • Topological Data analysis. Topology in ML.
  • Network Analysis and graph machine learning.
  • AI for Biomedical Engineering -- diagnostics, interpretability, molecule design.

10 Crichton Street
Informatics Forum 3.45
Edinburgh EH8 9AB

Ph: +44 (0) 131 650 4444
Fax: +44 (0) 131 651 1426