Information, Inference and Machine Learning group at UCL (I2|ML)

Our Team


Our Interests


The ‘Information, Inference and Machine Learning’ group focuses on the foundations and applications of information theory, information processing, and machine learning systems

Concretely, our current research concentrates on the information-theoreticfoundations of learning paradigms such as supervised learning, unsupervised learning, deep learning and meta-learning.

It also concentrates — in collaboration with domain experts — on applications of machine learning systems to a variety of areas including arts and humanities and climate science.

Our research is funded by diverse bodies such as EPSRC, InnovateUK, H2020, Royal Society and Industry

Publications » Projects »

Latest News


  • Martin Ferianc has joined the ‘Information, Inference and Machine Learning’ group in October.

  • Zahra Sabetsarvestani has successfully defended her PhD in September.

Featured Projects