Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices

Xiaoyang Qu, Jianzong Wang, Jing Xiao. Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices. In 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2020, Yanuca Island, Cuvu, Fiji, December 14-16, 2020. pages 967-972, IEEE, 2020. [doi]

Abstract

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