Split Two-Tower Model for Efficient and Privacy-Preserving Cross-device Federated Recommendation

Jiangcheng Qin, Baisong Liu, Xueyuan Zhang +1

Federated Recommendation can mitigate the systematical privacy risks of traditional recommendation since it allows the model training and online inferring without centralized user…