RelayRec: Empowering Privacy-Preserving CTR Prediction Via Cloud-Device Relay Learning

Yongheng Deng,Guanbo Wang,Sheng Yue, Wei Rao, Qin Zu, Wenjie Wang, Shuai Chen,Ju Ren,Yaoxue Zhang

International Symposium on Information Processing in Sensor Networks（2024）

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关键词

Click-through,Prediction Model,Model Performance,Training Data,Model Selection,Superior Performance,Cloud Computing,Learning Performance,Cloud Data,Extensive Evaluation,User Preferences,Device Model,Federated Learning,Learning Models,Local Data,User Behavior,Updated Model,Usual Model,Recommender Systems,Parameter Update,Updated Model Parameters,Local Updates,User Clustering,User Identification,Local Training,Log Loss,Profile Information,Model Of Personality,Global Update,Multiple Devices

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