Pinxin Qian

Personalized Federated Learning on Long-Tailed Data via Adversarial Feature Augmentation

2023 · arXiv (Cornell University)

Personalized Federated Learning (PFL) aims to learn personalized models for each client based on the knowledge across all clients in a privacy-preserving manner. Existing PFL methods generally assume that the underlying global data across all …