2 papers
cs.CY2026
The Dynamic and Endogenous Behavior of Re-Offense Risk: An Agent-Based Simulation Study of Treatment Allocation in Incarceration Diversion Programs
Chuwen Zhang, Pengyi Shi, Amy Ward
Incarceration-diversion treatment programs aim to improve societal reintegration and reduce recidivism, but limited capacity forces policymakers to make prioritization decisions th…
cs.LG2024
Latent Feature Mining for Predictive Model Enhancement with Large Language Models
Bingxuan Li, Pengyi Shi, Amy Ward
Predictive modeling often faces challenges due to limited data availability and quality, especially in domains where collected features are weakly correlated with outcomes and wher…