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M. Taşkıran

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#federated learning Open access Sep 2026

FedLucra: Federated Learning With Loss‐Utility Controlled Robust Aggregation

Federated learning enables collaborative model training without centralizing private data. However, conventional aggregation strategies generally determine client contributions primarily according to local data volume and do not directly consider differences in local model performance. To address this limitation, we pr...

Emin Akpinar, M. Taşkıran, Bulent Bolat · Expert systems · 0 citations