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"

4 / 4 papers shown

Title
Robustness of Decentralised Learning to Nodes and Data Disruption Luigi Palmieri C. Boldrini Lorenzo Valerio A. Passarella M. Conti János Kertész 23 1 0 03 May 2024
Impact of network topology on the performance of Decentralized Federated Learning Luigi Palmieri C. Boldrini Lorenzo Valerio A. Passarella M. Conti 34 5 0 28 Feb 2024
Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity Lorenzo Valerio C. Boldrini A. Passarella János Kertész Márton Karsai Gerardo Iniguez FedML 20 5 0 07 Dec 2023
Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios Luigi Palmieri C. Boldrini Lorenzo Valerio A. Passarella M. Conti 18 6 0 04 Oct 2023