Hongxing Huo

PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization

The burst of applications empowered by massive data have aroused unprecedented privacy concerns in AI society. Currently, data confidentiality protection has been one core issue during deep model training. Federated Learning (FL), which enables privacy-preserving training across multiple silos, gain…