FedSSG: Expectation-Gated and History-Aware Drift Alignment for Federated Learning

Zhanting Zhou, Jinshan Lai, Fengchun Zhang +2

Non-IID data and partial participation induce client drift and inconsistent local optima in federated learning, causing unstable convergence and accuracy loss. We present FedSSG, a…