FedDAF: Federated Domain Adaptation Using Model Functional Distance

Mrinmay Sen, Sidhant Nair, C Krishna Mohan

Federated Domain Adaptation (FDA) improves model performance at a target client by collaborating with source clients while preserving data privacy. FDA faces two key challenges: do…