Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference
T Seale-Carlisle, S Jain, C Lee, C Levenson… - Proceedings of the …, 2024 - ojs.aaai.org
After a person is arrested and charged with a crime, they may be released on bail and
required to participate in a community supervision program while awaiting trial. These'pre …
required to participate in a community supervision program while awaiting trial. These'pre …
Safe and Interpretable Estimation of Optimal Treatment Regimes
Recent advancements in statistical and reinforcement learning methods have contributed to
superior patient care strategies. However, these methods face substantial challenges in high …
superior patient care strategies. However, these methods face substantial challenges in high …
Estimating Trustworthy and Safe Optimal Treatment Regimes
Recent statistical and reinforcement learning methods have significantly advanced patient
care strategies. However, these approaches face substantial challenges in high-stakes …
care strategies. However, these approaches face substantial challenges in high-stakes …