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Francesco Malandrino

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Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning

Dec 05, 2022
Francesco Malandrino, Carla Fabiana Chiasserini

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Matching DNN Compression and Cooperative Training with Resources and Data Availability

Dec 02, 2022
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla Fabiana Chiasserini

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Choose, not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN

Aug 01, 2022
Jorge Martín-Pérez, Nuria Molner, Francesco Malandrino, Carlos Jesús Bernardos, Antonio de la Oliva, David Gomez-Barquero

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Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum

Feb 23, 2022
Francesco Malandrino, Carla Fabiana Chiasserini, Giuseppe Di Giacomo

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Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost

Jan 19, 2022
Francesco Malandrino, Carla Fabiana Chiasserini

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Network Support for High-performance Distributed Machine Learning

Feb 05, 2021
Francesco Malandrino, Carla Fabiana Chiasserini, Nuria Molner, Antonio De La Oliva

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