21 citations · 21 across the 1 of their papers we have counts for
2 papers
cs.CY2017★ 21 cited
New Fairness Metrics for Recommendation that Embrace Differences
Sirui Yao, Bert Huang
We study fairness in collaborative-filtering recommender systems, which are sensitive to discrimination that exists in historical data. Biased data can lead collaborative filtering…
cs.IR2017
Beyond Parity: Fairness Objectives for Collaborative Filtering
Sirui Yao, Bert Huang
We study fairness in collaborative-filtering recommender systems, which are sensitive to discrimination that exists in historical data. Biased data can lead collaborative-filtering…