Research
ELLIS fosters international collaboration across domains, connecting top researchers while investing in the next generation of AI talent.
Members
ELLIS Members are leading scientists in machine learning and AI, shaping Europe's global position in these fields.
About
ELLIS is a network of excellence connecting top AI researchers across European borders to strengthen the leadership of AI made in Europe.
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
