Peer-Reviewed Journal Articles

  • Modified Monotone Policy Iteration for Interpretable Policies in Markov Decision Processes and the Impact of State Ordering Rules. Paper
    S. J. Lee, X. Gong, and G.-G. P. Garcia.
    Annals of Operations Research, 2024

  • Interpretable Machine Learning to Predict Adverse Perinatal Outcomes: Examining Marginal Predictive Value of Risk Factors During Pregnancy. Paper
    S. J. Lee, G.-G. P. Garcia, M. H. Platner, and S. L. Boulet.
    American Journal of Obstetrics & Gynecology MFM, 2023

Book Chapters

  • Designing Interpretable Machine Learning Models Using Mixed Integer Programming. Paper
    S. J. Lee, H. S. Pandey, and G.-G. P. Garcia.
    In: Pardalos, P.M., Prokopyev, O.A. (eds) Encyclopedia of Optimization. Springer, Cham.