Professor of Machine Learning in the Data Science and AI division, Department of Computer Science and Engineering, Chalmers University of Technology, Sweden
Head of the Machine Learning and Decision Making Lab (ML&DM Lab)
Research spans both foundational aspects and real-world applications of machine learning and AI-enabled decision making
Current research topics include: Interactive Machine Learning, Sequential Decision Making, Active Learning, Online Learning / Multi-armed Bandits, (Deep) Reinforcement Learning, Human-in-the-loop ML, Multi-agent / Federated Learning, Efficient Deep Learning (computation/data/uncertainty-aware), Unsupervised Learning, Generative AI & LLMs, Graph and Network Learning