Search Results for author: Francescomaria Faticanti

Found 2 papers, 1 papers with code

No-Regret Caching with Noisy Request Estimates

no code implementations5 Sep 2023 Younes Ben Mazziane, Francescomaria Faticanti, Giovanni Neglia, Sara Alouf

Online learning algorithms have been successfully used to design caching policies with regret guarantees.

Federated Learning under Heterogeneous and Correlated Client Availability

1 code implementation11 Jan 2023 Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi

To this purpose, CA-Fed dynamically adapts the weight given to each client and may ignore clients with low availability and large correlation.

Federated Learning

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