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Norwegian Centre for Knowledge-driven Machine Learning

Integreat is a Centre of Excellence funded by the Research Council of Norway of the University of Oslo, UiT the Arctic University of Norway and the Norwegian Computing Center. Our research makes machine learning more sustainable, accurate, trustworthy, and ethical.

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Research

Machine learning is the mathematical and computational engine of Artificial Intelligence (AI). It is a fundamental force of technological progress in our increasingly digital, data-driven world. Researchers in Integreat develop theories, methods, models, and algorithms that integrate general and domain-specific knowledge with data. By combining the mathematical and computational cultures, and the methodologies of statistics, logic and machine learning in unique ways, Integreat's machine learning will solve fundamental problems in science, technology, health and society, and contribute to make Norway a world leading country in AI.

News

Integreat Second Annual Retreat 8. des. 2025 14:38

The Integreat community gathered in Oslo 25–27 November for the second annual Integreat Retreat. Over three days, researchers from across the centre met at the University of Oslo for a programme that combined scientific presentations, discussions and shared activities.
Three Integreat PIs promoted to full professors 25. nov. 2025 15:01

Valeria Vitelli (Institute of Basic Medical Sciences, IMB), Egor Kostylev (Department of Informatics, IFI), and Professor Riccardo De Bin (Department of Mathematics).
Integreat PI for ethics receives EU funding: Synergy grant 6. nov. 2025 12:00

Professor Anna Smajdor an RT Ethics principal investigator at Integreat receives the competitive grant from the European Research Council, Synergy Grant.