On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing

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[HTML][HTML] Small models, big impact: A review on the power of lightweight Federated Learning

P Qi, D Chiaro, F Piccialli - Future Generation Computer Systems, 2024 - Elsevier
Abstract Federated Learning (FL) enhances Artificial Intelligence (AI) applications by
enabling individual devices to collaboratively learn shared models without uploading local …
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Privacy-Preserving Federated Interpretability

A Abtahi, A Aminifar, A Aminifar - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Interpretability has become a crucial component in the Machine Learning (ML) domain. This
is particularly important in the context of medical and health applications, where the …
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