Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity

Haoxiang Ye, Tao Sun, Qing Ling

Decentralized learning, which facilitates joint model training across geographically scattered agents, has gained significant attention in the field of signal and information proce…