2025
Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework
ICML 2025poster
Personalized Federated Learning (PFL) has become a promising learning paradigm, enabling the training of high-quality personalized models through multiple communication rounds between clients and a central server. However, directly applying traditional PFL in real-world environments where communicat…