Mask-Encoded Sparsification: Mitigating Biased Gradients in Communication-Efficient Split Learning

Wenxuan Zhou, Zhihao Qu, Shen-Huan Lyu +2

This paper introduces a novel framework designed to achieve a high compression ratio in Split Learning (SL) scenarios where resource-constrained devices are involved in large-scale…