Implicit Model Specialization through DAG-based Decentralized Federated Learning

1 code implementation • 1 Nov 2021 • Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid, Paul Geppert, Bert Arnrich, Andreas Polze

Federated learning allows a group of distributed clients to train a common machine learning model on private data.

Federated Learning

Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring

no code implementations • 20 Apr 2021 • Kordian Gontarska, Weronika Wrazen, Jossekin Beilharz, Robert Schmid, Lauritz Thamsen, Andreas Polze

Constant patient monitoring enables better medical treatment as it allows practitioners to react on time and provide the appropriate treatment.