From Predictive Methods to Missing Data Imputation: An Optimization Approach. - Dimitris Bertsimas; Colin Pawlowski; Ying Daisy Zhuo (J. Mach. Learn. Res., 2017)

Robust Classification. - Dimitris Bertsimas; Jack Dunn; Colin Pawlowski; Ying Daisy Zhuo (INFORMS J. Optim., 2019)

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

Mapping each pre-existing condition's association to short-term and long-term COVID-19 complications. - A. J. Venkatakrishnan; Colin Pawlowski; David Zemmour; Travis Hughes; Akash Anand; Gabriela Berner; Nikhil Kayal; Arjun Puranik; Ian Conrad; Sairam Bade; Rakesh Barve; Purushottam Sinha; et al. (npj Digit. Medicine, 2021)

Tensor completion with noisy side information. - Dimitris Bertsimas; Colin Pawlowski (Mach. Learn., 2023)