Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring

Zhengquan Luo, Yunlong Wang, Zilei Wang +2

Attributes skew hinders the current federated learning (FL) frameworks from consistent optimization directions among the clients, which inevitably leads to performance reduction an…