11 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 11 cited
Assessing Fairness in the Presence of Missing Data
Yiliang Zhang, Qi Long
Missing data are prevalent and present daunting challenges in real data analysis. While there is a growing body of literature on fairness in analysis of fully observed data, there…
cs.LG2021★ 3 cited
Fairness in Missing Data Imputation
Yiliang Zhang, Qi Long
Missing data are ubiquitous in the era of big data and, if inadequately handled, are known to lead to biased findings and have deleterious impact on data-driven decision makings. T…