367 citations · 1.4k across the 72 of their papers we have counts for
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math.OC2016★ 13 cited
The Power and Limits of Predictive Approaches to Observational-Data-Driven Optimization
Dimitris Bertsimas, Nathan Kallus
While data-driven decision-making is transforming modern operations, most large-scale data is of an observational nature, such as transactional records. These data pose unique chal…
stat.ME2016★ 11 cited
Certifiably Optimal Low Rank Factor Analysis
Dimitris Bertsimas, Martin S. Copenhaver, Rahul Mazumder
Factor Analysis (FA) is a technique of fundamental importance that is widely used in classical and modern multivariate statistics, psychometrics and econometrics. In this paper, we…