FAdamGC adds SCAFFOLD-style drift correction into local Adam updates before moment estimation, yielding a communication-efficient federated optimizer for non-IID data.
Adaptive subgradient methods for online learning and stochastic optimization
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Gradient Correction in Federated Learning with Adaptive Optimization
FAdamGC adds SCAFFOLD-style drift correction into local Adam updates before moment estimation, yielding a communication-efficient federated optimizer for non-IID data.