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Department of Computer Science and Technology

My current research interests roughly lie on the intersection of machine learning, algorithmic design, and AI applications in healthcare. More specifically, I am interested in (1) the design of learning algorithms that are able to construct explanations for their predictions in terms of high-level concepts and (2) the broad applications that said algorithms may have in scenarios where transparency is not an option (such as in healthcare).

Research

  1. Explainable Artificial Intelligence (XAI)
  2. Deep Neural Networks
  3. Concept-based Explainability

Contact Details

Room: 
FE14
Office address: 
Computer Laboratory, 15 JJ Thomson Ave, Cambridge CB3 0FD
Email: 

me466@cam.ac.uk