Search Results for author: Xiaopeng Ye

Found 2 papers, 2 papers with code

A Taxation Perspective for Fair Re-ranking

1 code implementation • 27 Apr 2024 • Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua

From a taxation perspective, we theoretically demonstrate that most previous fair re-ranking methods can be reformulated as an item-level tax policy.

Ethics Fairness +1

Paper
Code

LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback Loops

1 code implementation • 11 Aug 2023 • Chen Xu, Xiaopeng Ye, Jun Xu, Xiao Zhang, Weiran Shen, Ji-Rong Wen

RFL means that recommender system can only receive feedback on exposed items from users and update recommender models incrementally based on this feedback.

Fairness Recommendation Systems

Paper
Code

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