Zade Akras

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-stakes contexts, including missing data, stochasticity, and the need for interpretability and patient safety. Our wor…