A practical federated recommender allows user control over personalization versus diversity, with users showing preference for personalization in a live deployment.
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cs.IR 2years
2026 2representative citing papers
Data portability scenarios in algorithmic pluralism produce varying effects on user utility across different recommendation algorithms.
citing papers explorer
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Beyond Centralization: User-Controlled Federated Recommendations in Practice
A practical federated recommender allows user control over personalization versus diversity, with users showing preference for personalization in a live deployment.
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Multistakeholder Impacts of Profile Portability in a Recommender Ecosystem
Data portability scenarios in algorithmic pluralism produce varying effects on user utility across different recommendation algorithms.