Extending the Neural Additive Model for Survival Analysis with EHR Data. - Matthew Peroni; Marharyta Kurban; Sun Young Yang; Young Sun Kim; Hae Yeon Kang; Ji Hyun Song (CoRR, 2022)

Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning. - Dimitris Bertsimas; Matthew Peroni (CoRR, 2024)

Deep Trees for (Un)structured Data: Tractability, Performance, and Interpretability. - Dimitris Bertsimas; Lisa Everest; Jiayi Gu; Matthew Peroni; Vasiliki Stoumpou (CoRR, 2024)