| Decision trees for decision-making under the predict-then-optimize framework AN Elmachtoub, JCN Liang, R McNellis International conference on machine learning, 2858-2867, 2020 | 232 | 2020 |
| A practical method for solving contextual bandit problems using decision trees AN Elmachtoub, R McNellis, S Oh, M Petrik Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence …, 2017 | 74 | 2017 |
| Market segmentation trees A Aouad, AN Elmachtoub, KJ Ferreira, R McNellis Manufacturing & Service Operations Management 25 (2), 648-667, 2023 | 65 | 2023 |
| Method and system for creating an alternative energy vehicle supply station network ML Epstein, R McNellis, G Katz, CK Dyer US Patent 9,753,614, 2017 | 20 | 2017 |
| Training Decision Trees for Optimal Decision-Making RT McNellis Columbia University, 2020 | 3 | 2020 |
| Model trees for personalization A Aouad, AN Elmachtoub, KJ Ferreira, R McNellis arXiv preprint arXiv, 1906 | 2 | 1906 |
