FHPLF integrates hash learning into federated learning using binary gradient matrices, projected Hamming distance, and a secure upload strategy to achieve better accuracy, efficiency, and privacy.
Hcfrec: Hash collaborative filtering via normalized flow with structural consensus for efficient recommendation.arXiv preprint arXiv:2205.12042, 2022
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Federated Hash Projected Latent Factor Learning
FHPLF integrates hash learning into federated learning using binary gradient matrices, projected Hamming distance, and a secure upload strategy to achieve better accuracy, efficiency, and privacy.