Articles with "federated settings" as a keyword



Personalized Recommendation Models in Federated Settings: A Survey

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Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2025.3606643

Abstract: Federated recommender systems (FedRecSys) have emerged as a pivotal solution for privacy-aware recommendations, balancing growing demands for data security and personalized experiences. Current research efforts predominantly concentrate on adapting traditional recommendation architectures to federated environments,… read more here.

Keywords: personalized recommendation; survey; models federated; federated settings ... See more keywords