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Lorenzo Valerio

Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions

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Aug 20, 2024
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FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher

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Aug 14, 2024
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Robustness of Decentralised Learning to Nodes and Data Disruption

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May 03, 2024
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Initialisation and Topology Effects in Decentralised Federated Learning

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Mar 23, 2024
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Impact of network topology on the performance of Decentralized Federated Learning

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Feb 28, 2024
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Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity

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Dec 07, 2023
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Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios

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Oct 04, 2023
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The effect of network topologies on fully decentralized learning: a preliminary investigation

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Jul 29, 2023
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Anomaly Detection through Unsupervised Federated Learning

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Sep 09, 2022
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Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks

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May 01, 2022
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