most citedA Hierarchical Federated Learning Approach for the Internet of Things

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Hierarchical Federated ADMM

Seyed Mohammad Azimi-Abarghouyi, Nicola Bastianello, Karl H. Johansson +1

In this paper, we depart from the widely-used gradient descent-based hierarchical federated learning (FL) algorithms to develop a novel hierarchical FL framework based on the alter…

cs.LG2024★ 1 cited

A Hierarchical Federated Learning Approach for the Internet of Things

Seyed Mohammad Azimi-Abarghouyi, Viktoria Fodor

This paper presents a novel federated learning solution, QHetFed, suitable for large-scale Internet of Things deployments, addressing the challenges of large geographic span, commu…