41 citations · 51 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 41 cited
Decision Trees for Decision-Making under the Predict-then-Optimize Framework
Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis
We consider the use of decision trees for decision-making problems under the predict-then-optimize framework. That is, we would like to first use a decision tree to predict unknown…
stat.AP2019★ 10 cited
Market Segmentation Trees
Ali Aouad, Adam N. Elmachtoub, Kris J. Ferreira +1
We seek to provide an interpretable framework for segmenting users in a population for personalized decision-making. We propose a general methodology, Market Segmentation Trees (MS…