Research
ELLIS fosters international collaboration across domains, connecting top researchers while investing in the next generation of AI talent.
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ELLIS Members are leading scientists in machine learning and AI, shaping Europe's global position in these fields.
About
ELLIS is a pan-European AI network of excellence built upon machine learning as the driver for modern AI.
Moritz Miller
PhD
University of Tübingen
Max Planck Institute for Intelligent Systems (MPI-IS)
My research focuses on causality in machine learning. In particular, I am interested in discovering causal mechanisms in state-of-the-art architectures. Motivated by this, I design modules that connect interventions in the representation space to interpretable modifications in the real world. With a special focus on clinical applications, I study causal mechanisms in foundation models for medicine. This enables us to move toward a causal understanding of modern deep learning architectures.
Academic Track
June 1st, 2026 - May 31st, 2029
Research
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