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Measuring Recommender System Effects with Simulated Users

Jan 12, 2021
Sirui Yao, Yoni Halpern, Nithum Thain, Xuezhi Wang, Kang Lee, Flavien Prost, Ed H. Chi, Jilin Chen, Alex Beutel

* Presented at Second Workshop on Fairness, Accountability, Transparency, Ethics and Society on the Web (FATES 2020) with the title "Beyond Next Step Bias: Trajectory Simulation for Understanding Recommender System Behavior" 

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New Fairness Metrics for Recommendation that Embrace Differences

Dec 13, 2017
Sirui Yao, Bert Huang

* Presented as a poster at the 2017 Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2017) 

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Beyond Parity: Fairness Objectives for Collaborative Filtering

Nov 30, 2017
Sirui Yao, Bert Huang

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