20 citations · 21 across the 2 of their papers we have counts for
3 papers
FedSub: Introducing Class-aware Subnetworks Fusion to Enhance Personalized Federated Learning
Mattia Giovanni Campana, Franca Delmastro
Personalized Federated Learning aims at addressing the challenges of non-IID data in collaborative model training. However, existing methods struggle to balance personalization and…
A Personalized Recommender System for Pervasive Social Networks
Valerio Arnaboldi, Mattia G. Campana, Franca Delmastro +1
The current availability of interconnected portable devices, and the advent of the Web 2.0, raise the problem of supporting anywhere and anytime access to a huge amount of content,…
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data
Mattia Giovanni Campana, Andrea Rovati, Franca Delmastro +1
Smartphones and wearable devices, along with Artificial Intelligence, can represent a game-changer in the pandemic control, by implementing low-cost and pervasive solutions to reco…