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Picture for Giovanni Neglia

Content Placement in Networks of Similarity Caches


Feb 09, 2021
Michele Garetto, Emilio Leonardi, Giovanni Neglia


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No-Regret Caching via Online Mirror Descent


Feb 08, 2021
Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis


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Throughput-Optimal Topology Design for Cross-Silo Federated Learning


Oct 23, 2020
Othmane Marfoq, Chuan Xu, Giovanni Neglia, Richard Vidal

* NeurIPS 2020 

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Dynamic backup workers for parallel machine learning


Apr 30, 2020
Chuan Xu, Giovanni Neglia, Nicola Sebastianelli


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Decentralized gradient methods: does topology matter?


Feb 28, 2020
Giovanni Neglia, Chuan Xu, Don Towsley, Gianmarco Calbi

* A version of this paper is to appear at AISTATS 2020 

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