Trustworthy federated AI

We have expertise in among others:

• Trustworthy AI (privacy-preserving, secure, frugal, fair ...), especially machine learning

• Federated AI, e.g., combining data from multiple data owners (hospitals, research centers) in a privacy / confidentiality -friendly way

• Regulatory aspects of AI, e.g., measuring qualities of AI systems.

• Learning personalized models,

• Fine-tuning models to local contexts, e.g., adapting to local patient populations or local policies

We are hence interested in discussing with consortia needing such expertise or background.