2 papers
cs.AI2021
Fair Representation Learning for Heterogeneous Information Networks
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya +3
Recently, much attention has been paid to the societal impact of AI, especially concerns regarding its fairness. A growing body of research has identified unfair AI systems and pro…
cs.LG2020
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…