1 code implementation • ICML 2020 • 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.
1 code implementation • 4 Jun 2019 • Ali Aouad, Adam N. Elmachtoub, Kris J. Ferreira, Ryan McNellis
We seek to provide an interpretable framework for segmenting users in a population for personalized decision-making.
Applications
no code implementations • 14 Jun 2017 • Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik
We propose a new method for the contextual bandit problem that is simple, practical, and can be applied with little or no domain expertise.