Interpretable Clustering via Optimal Trees. - Dimitris Bertsimas; Agni Orfanoudaki; Holly M. Wiberg (CoRR, 2018)

Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach. - Dimitris Bertsimas; Agni Orfanoudaki; Rory B. Weiner (CoRR, 2019)

Pricing Algorithmic Insurance. - Dimitris Bertsimas; Agni Orfanoudaki (CoRR, 2021)

Imputation of clinical covariates in time series. - Dimitris Bertsimas; Agni Orfanoudaki; Colin Pawlowski (Mach. Learn., 2021)

Interpretable clustering: an optimization approach. - Dimitris Bertsimas; Agni Orfanoudaki; Holly M. Wiberg (Mach. Learn., 2021)

Optimal survival trees. - Dimitris Bertsimas; Jack Dunn; Emma Gibson; Agni Orfanoudaki (Mach. Learn., 2022)

Distribution-free risk assessment of regression-based machine learning algorithms. - Sukrita Singh; Neeraj Sarna; Yuanyuan Li; Yang Li; Agni Orfanoudaki; Michael Berger (CoRR, 2023)

Distribution-free risk assessment of regression-based machine learning algorithms. - Sukrita Singh; Neeraj Sarna; Yuanyuan Li; Yang Lin; Agni Orfanoudaki; Michael Berger (COPA, 2024)

Local Causal Discovery for Structural Evidence of Direct Discrimination. - Jacqueline R. M. A. Maasch; Kyra Gan; Violet Chen; Agni Orfanoudaki; Nil-Jana Akpinar; Fei Wang 001 (AAAI, 2025)

Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke. - Ethan Phillips; Odhran O'donoghue; Yumeng Zhang; Panos Tsimpos; Leigh Ann Mallinger; Stefanos Chatzidakis; Jack Pohlmann; Yili Du; Ivy Kim; Jonathan Song; Benjamin Brush; Stelios Smirnakis; et al. (npj Digit. Medicine, 2025)

Conformalized Decision Risk Assessment. - Wenbin Zhou; Agni Orfanoudaki; Shixiang Zhu (CoRR, 2025)