ACFed: Communication-Efficient & Class-Balancing Federated Learning with Adaptive Consensus Dropout & Model Quantization

Shaif Chowdhury, Aaron Carney, Greg Hamerly, Greg Speegle. ACFed: Communication-Efficient & Class-Balancing Federated Learning with Adaptive Consensus Dropout & Model Quantization. In Wei Ding 0003, Chang-Tien Lu, Fusheng Wang 0001, Liping Di, Kesheng Wu, Jun Huan, Raghu Nambiar, Jundong Li, Filip Ilievski, Ricardo Baeza-Yates, Xiaohua Hu, editors, IEEE International Conference on Big Data, BigData 2024, Washington, DC, USA, December 15-18, 2024. pages 7707-7716, IEEE, 2024. [doi]

Abstract

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