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Machine Learning and Artificial Intelligence
Kamp Lab : We develop machine learning methods for settings where data cannot be centralized and where wrong decisions carry real cost. Our work spans federated learning, generalization theory, causality, and medical AI. The lab is led by Prof. Dr. Michael Kamp .
Little is Enough: Boosting Privacy in Federated Learning with Hard Labels

Layer-Wise Linear Mode Connectivity

Federated Daisy-Chaining

Nothing but Regrets – Federated Causal Discovery

