Akhil Mathur

On-device Federated Learning with Flower

2021 · arXiv (Cornell University)

Federated Learning (FL) allows edge devices to collaboratively learn a shared prediction model while keeping their training data on the device, thereby decoupling the ability to do machine learning from the need to store data …