"The Voice of Optimization."

Bertsimas, Dimitris, and Bartolomeo Stellato. Machine Learning Vol. 110, No. 2 (2021): 249-277. arXiv Preprint.

"Data-Driven Optimization: A Reproducing Kernel Hilbert Space Approach."

Bertsimas, Dimitris, and Nihal Koduri. Operations Research Vol. 70, No. 1 (2021): 454-471. Download Paper. Supplemental Materials, II. Supplemental Materials, I.

"Imputation of Clinical Covariates in Time Series."

Bertsimas, Dimitris, Agni Orfanoudaki, and Colin Pawlowski. Machine Learning Vol. 110, No. 1 (2021): 185-248. Download Paper.

"Interpretable Clustering: An Optimization Approach."

Bertsimas, Dimitris, Agni Orfanoudaki, and Holly Wiberg. Machine Learning Vol. 110, No. 1 (2021): 89-138. Download Paper.

"Sparse Convex Regression."

Bertsimas, Dimitris, and Nishanth Mundru. INFORMS Journal of Computing Vol. 33, No. 1 (2021): 262-279. Download Paper. Supplemental Material.

"COVID-19 Mortality Risk Assessment: An International Multi-Center Study."

Bertsimas, Dimitris, Galit Lukin, Luca Mingardi, Omid Nohadani, Agni Orfanoudaki, Bartolomeo Stellato, Holly Wiberg, Sara Gonzalez-Garcia, Carlos Luis Parra-Calderón, Kenneth Robinson, Michelle Schneider, Barry Stein, Alberto Estirado, Lia A. Beccara, Rosario Canino, Martina Dal Bello, Federica Pezzetti, Angelo Pan, and the Hellenic COVID-19 Study Group. PLOS ONE Vol. 15, No. 12 (2020): e0243262. Download Paper.