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#Federated Learning

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AI Project
Jan 21, 2026

Federated Learning in Distributed Settings: Comparing FedProx and SCAFFOLD

I compared the performance of the FedProx and SCAFFOLD federated learning algorithms on non-IID data. Experiments used the AG News text classification dataset and a GRU model, and I analyzed each algorithm's convergence behavior.