research
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09/12/2022
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem
We study the feature-based newsvendor problem, in which a decision-maker...
research
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07/15/2022
Support Vector Machines with the Hard-Margin Loss: Optimal Training via Combinatorial Benders' Cuts
The classical hinge-loss support vector machines (SVMs) model is sensiti...
research
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01/26/2021