Decision Trees for Decision-Making under the Predict-then-Optimize Framework

Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis. Decision Trees for Decision-Making under the Predict-then-Optimize Framework. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 2858-2867, PMLR, 2020. [doi]

Abstract

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