32 citations · 95 across the 20 of their papers we have counts for
3 papers · 1 filter
Equitable Allocation of Healthcare Resources with Fair Cox Models
Kamrun Naher Keya, Rashidul Islam, Shimei Pan +2
Healthcare programs such as Medicaid provide crucial services to vulnerable populations, but due to limited resources, many of the individuals who need these services the most lang…
Causal Feature Selection with Dimension Reduction for Interpretable Text Classification
Guohou Shan, James Foulds, Shimei Pan
Text features that are correlated with class labels, but do not directly cause them, are sometimesuseful for prediction, but they may not be insightful. As an alternative to tradit…
Neural Fair Collaborative Filtering
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng +2
A growing proportion of human interactions are digitized on social media platforms and subjected to algorithmic decision-making, and it has become increasingly important to ensure…