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Yongkai Wu

University of Arkansas

Fairness through Equality of Effort


Nov 11, 2019
Wen Huang, Yongkai Wu, Lu Zhang, Xintao Wu

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PC-Fairness: A Unified Framework for Measuring Causality-based Fairness


Oct 20, 2019
Yongkai Wu, Lu Zhang, Xintao Wu, Hanghang Tong

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* Accepted as a poster to NeurIPS 2019 

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Fairness-aware Classification: Criterion, Convexity, and Bounds


Sep 13, 2018
Yongkai Wu, Lu Zhang, Xintao Wu

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Achieving non-discrimination in prediction


Mar 28, 2018
Lu Zhang, Yongkai Wu, Xintao Wu

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On Discrimination Discovery and Removal in Ranked Data using Causal Graph


Mar 05, 2018
Yongkai Wu, Lu Zhang, Xintao Wu

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* 9 pages 

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A causal framework for discovering and removing direct and indirect discrimination


Nov 22, 2016
Lu Zhang, Yongkai Wu, Xintao Wu

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Achieving non-discrimination in data release


Nov 22, 2016
Lu Zhang, Yongkai Wu, Xintao Wu

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