Research
ELLIS Unit Freiburg is dedicated to advancing autonomous learning, uniting expertise in efficient learning, trustworthy ML, and physical AI.
Programs
Explore programs that our ELLIS unit offers — connecting researchers, providing training and mobility opportunities, and contributing to policy work.
Unit Graz
Established on March 1st, 2023
Unit Mission
Its activities are concentrated on foundational machine learning research with strong links to other scientific disciplines and industry.
Participating Institutions
Graz Center for Machine Learning (GraML)
Graz University of Technology (TU Graz)
Research Agenda
The unit's current research fields include Computer Vision, Non-smooth and Convex Optimization, Analysis of Learning Processes in the Brain through Theory and Large-scale Models, Bio-inspired and Energy-efficient Machine Learning, Domain Specialized Machine Learning and Trust, Resource-efficient Probabilistic Models for Intelligent Systems, Probabilistic Machine Learning and Tractable Inference, as well as Recommender Systems and Behavioral Analytics.
