Zuo Gan

Boosting Gradient-Based Training Diagnosis for Efficient and Accurate Federated Learning

Federated Learning (FL) allows edge clients to collaborate in model training with data privacy preserved, yet it is known to suffer low training efficiency and model accuracy. Given that efficiency and accuracy are usually conflicting objectives, existing practices increasingly employ an adaptive scheme that changes th...