Jed Mills

Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing

2021 · IEEE Transactions on Parallel and Distributed Systems

Federated Learning (FL) is an emerging approach for collaboratively training Deep Neural Networks (DNNs) on mobile devices, without private user data leaving the devices. Previous works have shown that non-Independent and Identically Distributed (non-IID) user …