Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning

Debora Caldarola, Pietro Cagnasso, Barbara Caputo +1

Federated learning (FL) enables collaborative model training with privacy preservation. Data heterogeneity across edge devices (clients) can cause models to converge to sharp minim…