A Taxonomy and Resolution Strategy for Client-Level Disagreements in Federated Learning

Daan Rosendal, Ana Oprescu

Federated Learning (FL) typically assumes unconditional collaboration, a premise that overlooks the complexities of real-world, multi-stakeholder environments in which clients may…