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cs.CY2026
Bridging Predictions and Interventions: An Integrated Framework for Automated Decision-Systems
Inioluwa Deborah Raji, Lydia T. Liu, Angela Zhou +27
Automated decision systems (ADS) leverage predictions about individual future outcomes to inform consequential decision-making in organizational settings. Across various settings -…
cs.CY2026
Due Process on Hold: A Queueing Framework for Improving Access in SNAP
Andrew Daw, Chloe Pache, Angela Zhou
The U.S. social safety net delivers essential services at mass scale, but access burdens persist, as congested contact or call centers serve as a primary mode of application comple…
cs.CY2026
Auditing LLMs for Algorithmic Fairness in Casenote-Augmented Tabular Prediction
Xiao Qi Lee, Ezinne Nwankwo, Angela Zhou
LLMs are increasingly being considered for prediction tasks in high-stakes social service settings, but their algorithmic fairness properties in this context are poorly understood.…