Institute Finland
Established on January 1st, 2025
Unit Mission
Fundamentals of applied AI - fundamental research of machine learning, and on what is required of machine learning methods to make them reliably applicable in complex, real-world settings.
Participating Institutions
University of Vaasa
University of the Arts Helsinki
University of Jyväskylä
University of Lapland
University of Eastern Finland
Åbo Akademi University
National Defence University
VTT Technical Research Centre of Finland
Lappeenranta–Lahti University of Technology (LUT University)
Hanken School of Economics
Tampere University
University of Oulu
University of Helsinki (UH)
Aalto University
University of Turku
Research Agenda
The ELLIS Institute Finland aims to make machine learning more readily and widely applicable, and better at working with people – a focus we call the fundamentals of applied AI, pursued through the Institute’s AI4Research activities.
Research focus areas:
- Data-efficient Probabilistic Machine Learning
- Generative Modelling
- Amortized Inference
- Interactive and Cooperative Machine Learning
- Transformative Multidisciplinary Collaboration
