B. N. Bharath

Multi-Task Federated Edge Learning (MTFeeL) With SignSGD

2022

The paper proposes a novel Federated Learning (FL) algorithm involving signed gradient as feedback to reduce communication overhead. The Multi-task nature of the algorithm provides each device a custom neural network after completion. Towards improving …