203 citations · 284 across the 10 of their papers we have counts for
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cs.LG2021★ 5 cited
FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence
Vasileios Perifanis, George Drosatos, Giorgos Stamatelatos +1
With the growing number of Location-Based Social Networks, privacy preserving location prediction has become a primary task for helping users discover new points-of-interest (POIs)…
cs.IR2021★ 203 cited
Federated Neural Collaborative Filtering
Vasileios Perifanis, Pavlos S. Efraimidis
In this work, we present a federated version of the state-of-the-art Neural Collaborative Filtering (NCF) approach for item recommendations. The system, named FedNCF, enables learn…