Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training

Sunwoo Lee, Tuo Zhang, Saurav Prakash +2

In Federated Learning (FL), clients may have weak devices that cannot train the full model or even hold it in their memory space. To implement large-scale FL applications, thus, it…