RTGA: robust ternary gradients aggregation for federated learning

DOI10.1016/J.INS.2022.10.113OpenAlexW4308463821MaRDI QIDQ6204989

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Publication date: 11 April 2024

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2022.10.113

zbMATH Keywords

robustnessdeep learningdistributed learningfederated learninggradient quantization

Mathematics Subject Classification ID

Computer science (68-XX) Operations research, mathematical programming (90-XX)

Cites Work

• EGC: entropy-based gradient compression for distributed deep learning
• Adaptive Federated Learning on Non-IID Data With Resource Constraint

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