AI RESEARCH
Q-LocalAdam: Memory-Efficient Client-Side Adaptive Optimization for Edge Federated Learning
arXiv CS.LG
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ArXi:2605.17552v1 Announce Type: new Federated learning on edge devices must cope with non-IID client data and tight memory budgets. Adaptive optimizers like Adam stabilize