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05/11/2023
Automated Data Denoising for Recommendation
In real-world scenarios, most platforms collect both large-scale, natura...
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03/16/2023
Fairness-aware Differentially Private Collaborative Filtering
Recently, there has been an increasing adoption of differential privacy ...
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06/16/2021
FAIR: Fairness-Aware Information Retrieval Evaluation
With the emerging needs of creating fairness-aware solutions for search ...
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07/06/2020
Learning Personalized Risk Preferences for Recommendation
The rapid growth of e-commerce has made people accustomed to shopping on...
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07/06/2020
Understanding Echo Chambers in E-commerce Recommender Systems
Personalized recommendation benefits users in accessing contents of inte...
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06/03/2020
Fairness-Aware Explainable Recommendation over Knowledge Graphs
There has been growing attention on fairness considerations recently, es...
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01/29/2020