Foundations of Machine Learning

Prof. Claire Vernade

The Foundations of Machine Learning Research Group focuses on understanding the principles that should guide the design of machine learning algorithms. An important focus of the team is around reinforcement learning and dynamical systems, which are central to modern applications of machine learning.

Prof. Claire Vernade
Professor of Foundations of Machine Learning

Projects

Continual and Sequential Learning for Artificial Intelligence (ERC StG): 2025-2030

View Project

FoLiReL: Foundations for Lifelong Reinforcement Learning (Emmy Noether project): 2023-2028

View Project

Publications

List of Publications of Prof. Dr. Claire Vernade on Google Scholar

You still have questions?

Then contact our Foundations of Machine Learning Research Group.

 foundation-machine-learning@utn.de