IEEE

FedFOC: Personalized Federated Learning via Fine-Grained One-Shot Clustering

Abstract: The rapid growth of industrial Internet of Things (IoT) devices presents significant opportunities for federated learning to advance secure machine learning in industrial IoT systems.
GitHub

ohtlab/headpose-fsanet-pytorch

Note: My results are slightly worse than original author's results. For best results, please refer to official repository 1. Name Version python 3.7.6 numpy 1.18.5 ...
IEEE

FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Personalized Autonomous Vehicles With Guaranteed Efficiency

Abstract: The emerging federated learning enables distributed autonomous vehicles to train equipped deep learning models collaboratively without exposing their raw data, providing great potential for ...
GitHub

Proposal: replace sin(x) with exp(x) in polynomial_autograd tutorial

I have a branch ready that uses exp(x) instead of sin(x) as the y (target) variable. The reason for this is faster and clearer convergence, since exp(x) is well approximated by a Taylor expansion ...