2 papers
cs.LG2025
Mind the Gaps: Auditing and Reducing Group Inequity in Large-Scale Mobility Prediction
Ashwin Kumar, Hanyu Zhang, David A. Schweidel +1
Next location prediction underpins a growing number of mobility, retail, and public-health applications, yet its societal impacts remain largely unexplored. In this paper, we audit…
cs.HC2025
Towards Human-Centered Early Prediction Models for Academic Performance in Real-World Contexts
Han Zhang, Yiyi Ren, Paula S. Nurius +2
Supporting student success requires collaboration among multiple stakeholders. Researchers have explored machine learning models for academic performance prediction; yet key challe…