Overcoming label shift with target-aware federated learning

Edvin Listo Zec, Adam Breitholtz, Fredrik D. Johansson

Federated learning enables multiple actors to collaboratively train models without sharing private data. Existing algorithms are successful and well-justified in this task when the…