Over-the-Air Federated Multi-Task Learning via Model Sparsification and Turbo Compressed Sensing

Haoming Ma, Xiaojun Yuan, Zhi Ding +2

To achieve communication-efficient federated multitask learning (FMTL), we propose an over-the-air FMTL (OAFMTL) framework, where multiple learning tasks deployed on edge devices s…