Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach

Jinglong Shen, Xiucheng Wang, Nan Cheng +3

As a promising paradigm federated Learning (FL) is widely used in privacy-preserving machine learning, which allows distributed devices to collaboratively train a model while avoid…