Towards Federated Learning against Noisy Labels via Local Self-Regularization

Xuefeng Jiang, Sheng Sun, Yuwei Wang +1

Federated learning (FL) aims to learn joint knowledge from a large scale of decentralized devices with labeled data in a privacy-preserving manner. However, since high-quality labe…