2024
Federated Label-Noise Learning with Local Diversity Product Regularization
AAAI 2024technical
Training data in federated learning (FL) frameworks can have label noise, since they must be stored and annotated on clients' devices. If trained over such corrupted data, the models learn the wrong knowledge of label noise, which highly degrades their performance. Although several FL schemes are…