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cs.LG2026
Do Judges Behave Like Algorithms?
Riya Manchanda, Eric Chen, Chloe Zhu +3
What if judges already behave like algorithms? As artificial intelligence and algorithms are deployed in many settings, including the judicial system, many have debated whether jud…
cs.LG2025
Revisiting Broken Windows Theory
Ziyao Cui, Erick Jiang, Nicholas Sortisio +3
We revisit the longstanding question of how physical structures in urban landscapes influence crime. Leveraging machine learning-based matching techniques to control for demographi…
cs.LG2025
How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data
Ishaan Maitra, Raymond Lin, Eric Chen +3
Health outcomes depend on complex environmental and sociodemographic factors whose effects change over location and time. Only recently has fine-grained spatial and temporal data b…