FedAvgOpt, a new aggregation strategy that optimizes per-client reweighting factors each round, reports improved accuracy and stability over FedAvg and five other baselines on brain MRI classification, but without error bars or repeated runs.
Impact of age and gender on glioblastoma onset, progression, and management,
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Enhancing the Convergence of Federated Learning Aggregation Strategies with Limited Data
FedAvgOpt, a new aggregation strategy that optimizes per-client reweighting factors each round, reports improved accuracy and stability over FedAvg and five other baselines on brain MRI classification, but without error bars or repeated runs.