Marc Langheinrich

Federated Learning with Profile Mapping under Distribution Shifts and Drifts

ERIS: Enhancing Privacy and Communication Efficiency in Serverless Federated Learning

Visual Object-Centric Counterfactual Explanations

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts

Counterfactual Concept Bottleneck Models