An HFL framework with edge-generated synthetic data and an evolutionary game for worker edge selection improves accuracy under non-IID data, but the uniqueness and stability proofs are not rigorous.
Reputation-Aware Hedonic Coalition Formation for Ef- ficient Serverless Hierarchical Federated Learning,
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Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning with Non-IID Data
An HFL framework with edge-generated synthetic data and an evolutionary game for worker edge selection improves accuracy under non-IID data, but the uniqueness and stability proofs are not rigorous.