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cs.LG2025
Deep Contrastive Learning for Feature Alignment: Insights from Housing-Household Relationship Inference
Xiao Qian, Shangjia Dong, Rachel Davidson
Housing and household characteristics are key determinants of social and economic well-being, yet our understanding of their interrelationships remains limited. This study addresse…
cs.LG2024★ 1 cited
A Deep Generative Framework for Joint Households and Individuals Population Synthesis
Xiao Qian, Utkarsh Gangwal, Shangjia Dong +1
Household and individual-level sociodemographic data are essential for understanding human-infrastructure interaction and policymaking. However, the Public Use Microdata Sample (PU…