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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.
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ELLIS is a pan-European AI network of excellence built upon machine learning as the driver for modern AI.
Quantum and Physics Based Machine Learning
Established: January 9, 2019
Mission
The aim of the ELLIS Program Quantum and Physics based machine learning (QPhML) is to use concepts from quantum physics and statistical physics to develop novel machine learning algorithms with the ultimate aim to realize novel future, possibly energy efficient, hardware implementations. Objectives:
- Exploit quantum effects in machine learning
- Accelerate and improve energy efficiency of machine learning algorithms through dedicated physical implementations
- Use machine learning methods to advance understanding of quantum information processing
Program Directors
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