Ning Wan

Personalized and similarity contrast federated learning on non-IId

2024

Data heterogeneity is a major challenge in federated learning. This paper introduces FedKSA, a personalized approach that extends FedKD to handle non-iid data. FedKSA integrates an adaptive local aggregation module in client models for dynamic …