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Marco Aldinucci

Benchmarking FedAvg and FedCurv for Image Classification Tasks

Mar 31, 2023
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci

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* CEUR Workshop Proceedings Vol. 3340, pp. 99-110, (2022)
* 12 pages, Proceedings of ITADATA22, The 1st Italian Conference on Big Data and Data Science; Published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073), Vol. 3340, pp. 99-110, 2022

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Experimenting with Normalization Layers in Federated Learning on non-IID scenarios

Mar 19, 2023
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci

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* 10 pages, Submitted to IEEE Transactions on Neural Networks and Learning Systems

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Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis

Aug 02, 2021
Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci

* In F. Iannone editor, ENEA CRESCO in the fight against COVID-19, pages 66-73. ISBN: 978-88-8286-415-6. June 2021

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Pushing the boundaries of parallel Deep Learning -- A practical approach

Jun 25, 2018
Paolo Viviani, Maurizio Drocco, Marco Aldinucci

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* 12 pages, 4 figures, 61 references

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