86 citations · 399 across the 19 of their papers we have counts for
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cs.LG2021
Differential Parity: Relative Fairness Between Two Sets of Decisions
Zhe Yu, Xiaoyin Xi, Pranam Prakash Shetty
With AI systems widely applied to assist humans in decision-making processes such as talent hiring, school admission, and loan approval; there is an increasing need to ensure that…
cs.LG2021★ 15 cited
FairBalance: How to Achieve Equalized Odds With Data Pre-processing
Zhe Yu, Joymallya Chakraborty, Tim Menzies
This research seeks to benefit the software engineering society by providing a simple yet effective pre-processing approach to achieve equalized odds fairness in machine learning s…