Chia-Hsiang Kao

FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning

2023 · arXiv (Cornell University)

Federated Learning (FL) offers a collaborative training framework, allowing multiple clients to contribute to a shared model without compromising data privacy. Due to the heterogeneous nature of local datasets, updated client models may overfit and …