Search Results - "Belal, Yacine"

On the resilience of Collaborative Learning-based Recommender Systems Against Community Detection Attack by Belal, Yacine, Mokhtar, Sonia Ben, Maouche, Mohamed, Simonet-Boulogne, Anthony

“…Collaborative-learning-based recommender systems emerged following the success of collaborative learning techniques such as Federated Learning (FL) and Gossip…”
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Survey of Federated Learning Models for Spatial-Temporal Mobility Applications by Belal, Yacine, Mokhtar, Sonia Ben, Haddadi, Hamed, Wang, Jaron, Mashhadi, Afra

“…Federated learning involves training statistical models over edge devices such as mobile phones such that the training data is kept local. Federated Learning…”
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PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning by Belal, Yacine, Bellet, Aurélien, Mokhtar, Sonia Ben, Nitu, Vlad

“…Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2022 Recommender systems are proving to be an invaluable tool for…”
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