At a glance
Trustworthy AI
Federated Learning
Human-Centered ML
Legal Frameworks for AI
Clinically-Grounded ML
We study fundamental limits and efficient methods for machine learning that serves the human in an ethical and lawful fashion.
Latest highlight
📖 The textbook Federated Learning – From Theory to Practice (Springer, 2025) by Alexander Jung will be published soon. The book bridges theory, algorithms, and real-world applications of federated learning.