Label Granularity Skew in Federated Learning with Hierarchical Image Classification

Jaeheon Kim, Hokeun Kim, Bong Jun Choi

Federated learning enables privacy-preserving collaboration across distributed devices without centralizing local data. However, clients may differ not only in data distributions b…