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Yousef Irshaid

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#machine learning Preprint Oct 2026

FedPCD: Priority-Constrained Federated Aggregation

Federated learning (FL) seeks to optimize a shared global model from decentralized client data. While effective for average performance, this process can produce unfair performance across clients, particularly under statistically heterogeneous data distributions. Existing fairness-aware and multi-objective FL methods a...

Yousef Irshaid, Dara Varam, Mohamed I. Alhajri · 0 citations