Peer-Reviewed Journal Articles
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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.