Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout

Pengfei Guo, Warren Richard Morningstar, Raviteja Vemulapalli +3

Large machine learning models trained on diverse data have recently seen unprecedented success. Federated learning enables training on private data that may otherwise be inaccessib…