Concepedia

Randomization is all you need: A privacy-preserving federated learning framework for news recommendation

Xinyi Huang, Yuchuan Luo, Lin Liu, Wentao Zhao, Shaojing Fu

Information Sciences · 2023 · 18 citations · 7 references

Concepts

ComputingComputer ScienceData ScienceMachine LearningPrivacy EngineeringRecommender SystemsData PrivacyDifferential PrivacyFederated LearningPrivacy-preserving AnalyticsPrivacy-preserving ProtocolsPrivacy-preserving RecommendationFederated RecommendationNews RecommendationNews Recommendation SystemsPrivacy-preserving LearningPrivacy-preserving Online Recommendation

References

7

Artificial intelligence and statistics

Karl Kumbier · Frontiers of Information Technology & Electronic Engineering · 2018 · 2K citations

Natural Sciences, Computer Science, Artificial Intelligence +10

General Data Protection Regulation (GDPR)

Matthew Deaves · 2017 · 832 citations

Computing, Computer Science, Private Law +17

The Adressa dataset for news recommendation

Jon Atle Gulla, Lemei Zhang, Peng Liu et al. · Proceedings of the International Conference on Web Intelligence · 2017 · 176 citations · Full text

Computing, Computer Science, Data Mining +14

The General Data Protection Regulation (GDPR)

John Murphy · PubMed · 2018 · 125 citations

Computing, Cybersecurity, Regulatory Policy +12

Federated matrix factorization for privacy-preserving recommender systems

Yongjie Du, Deyun Zhou, Yu Xie et al. · Applied Soft Computing · 2021 · 71 citations

Computing, Computer Science, Data Science +14