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Author

Manuel José Cabral dos Santos Reis

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#federated learning Open access Sep 2026

Resilient Federated Learning for Distributed Energy Infrastructure under Communication Stress: A Five-Seed Comparison of FedAvg, FedProx, and SCAFFOLD

Audited reproducibility package for a five-seed comparison of FedAvg, FedProx,and SCAFFOLD under communication stress using UCI ElectricityLoadDiagrams20112014and Ausgrid Solar Home Electricity Data. The archive contains sanitized run-level outputs for 300 unique scientificexecutions, independently verifiable downstrea...

Manuel José Cabral dos Santos Reis · 0 citations
#federated learning Open access Sep 2026

Resilient Federated Learning for Distributed Energy Infrastructure under Communication Stress: A Five-Seed Comparison of FedAvg, FedProx, and SCAFFOLD

Audited reproducibility package for a five-seed comparison of FedAvg, FedProx,and SCAFFOLD under communication stress using UCI ElectricityLoadDiagrams20112014and Ausgrid Solar Home Electricity Data. The archive contains sanitized run-level outputs for 300 unique scientificexecutions, independently verifiable downstrea...

Manuel José Cabral dos Santos Reis · 0 citations

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