The effect of network topologies on fully decentralized learning: a preliminary investigation

29 July 2023

Papers citing "The effect of network topologies on fully decentralized learning: a preliminary investigation"

5 / 5 papers shown

Title
Robustness of Decentralised Learning to Nodes and Data Disruption Luigi Palmieri Chiara Boldrini Lorenzo Valerio A. Passarella M. Conti János Kertész 60 1 0 01 Jul 2025
Topology-Aware Knowledge Propagation in Decentralized Learning Mansi Sakarvadia Nathaniel Hudson Tian Li Ian Foster Kyle Chard 65 0 0 16 May 2025
Impact of network topology on the performance of Decentralized Federated Learning Luigi Palmieri Chiara Boldrini Lorenzo Valerio A. Passarella M. Conti 100 7 0 28 Feb 2024
Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity Lorenzo Valerio Chiara Boldrini A. Passarella János Kertész Márton Karsai Gerardo Iniguez FedML 75 5 0 07 Dec 2023
Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios Luigi Palmieri Chiara Boldrini Lorenzo Valerio A. Passarella M. Conti 59 6 0 04 Oct 2023