Presents a two-stage federated recommendation pipeline that runs collaborative filtering on non-sensitive data in the cloud and re-ranks candidates on-device using sensitive mobile signals.
Deep interest network for click-through rate prediction
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Building a privacy-preserving Federated Recommender system for mobile devices
Presents a two-stage federated recommendation pipeline that runs collaborative filtering on non-sensitive data in the cloud and re-ranks candidates on-device using sensitive mobile signals.