Mohammad Abdizadeh

Federated Learning with Taskonomy for Non-IID Data

2021 · arXiv (Cornell University)

Classical federated learning approaches incur significant performance degradation in the presence of non-IID client data. A possible direction to address this issue is forming clusters of clients with roughly IID data. Most solutions following this …