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cs.LG2022
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources
Angeela Acharya, Siddhartha Sikdar, Sanmay Das +1
Individual-level data (microdata) that characterizes a population, is essential for studying many real-world problems. However, acquiring such data is not straightforward due to co…
cs.CY2022★ 2 cited
Trade-offs between Group Fairness Metrics in Societal Resource Allocation
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala +2
We consider social resource allocations that deliver an array of scarce supports to a diverse population. Such allocations pervade social service delivery, such as provision of hom…