The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers

Yulan Gao, Zhaoxiang Hou, Chengyi Yang +2

Federated learning (FL) addresses data privacy concerns by enabling collaborative training of AI models across distributed data owners. Wide adoption of FL faces the fundamental ch…