Carl Henrik Ek

Carl Henrik Ek

Senior Lecturer Machine Learning

University of Cambridge


I am a Senior Lecturer in the Computer Laboratory at the University of Cambridge. The science of machine learning is concerned with how to formulate assumptions into mathematics (modelling) and how to related them to observed data (inference). My research focus spans both these areas, in specific I am interested in how we can specify data efficient and interpretable assumptions that allows us to learn from small amounts of data.


  • Gaussian Processes
  • Probabilistic Numerics
  • Reinforcement Learning