Unbiased Data-Driven Dynamic Threshold Sparsification for Communication-Efficient Federated Learning

Jingbo Yu, Nina Shu, Tao Wu 0011, Huaixi Wang, Ruhao Jiang, Chao Chang. Unbiased Data-Driven Dynamic Threshold Sparsification for Communication-Efficient Federated Learning. In De-Shuang Huang, Bo Li 0002, Haiming Chen, Chuanlei Zhang, editors, Advanced Intelligent Computing Technology and Applications - 21st International Conference, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XVII. Volume 15858 of Lecture Notes in Computer Science, pages 229-241, Springer, 2025. [doi]

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