| Smart "Predict, then Optimize" AN Elmachtoub, P Grigas Management Science 68 (1), 9-26, 2022 | 1176 | 2022 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework AN Elmachtoub, JCN Liang, R McNellis Proceedings of the 37th International Conference on Machine Learning (ICML …, 2020 | 235 | 2020 |
| Price Discrimination with Fairness Constraints M Cohen, AN Elmachtoub, X Lei Management Science 68 (12), 8536-8552, 2022 | 191 | 2022 |
| The Value of Personalized Pricing AN Elmachtoub, V Gupta, M Hamilton Management Science 67 (10), 6055-6070, 2021 | 158 | 2021 |
| Generalization Bounds in the Predict-then-Optimize Framework O El Balghiti, AN Elmachtoub, P Grigas, A Tewari Mathematics of Operations Reserach 48 (4), 2043-2065, 2023 | 131* | 2023 |
| Maximizing the Spread of Cascades Using Network Design D Sheldon, B Dilkina, AN Elmachtoub, R Finseth, A Sabharwal, J Conrad, ... Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence …, 2010 | 113 | 2010 |
| Loot Box Pricing and Design N Chen, AN Elmachtoub, M Hamilton, X Lei Management Science 67 (8), 4809-4825, 2021 | 95 | 2021 |
| The Power of Opaque Products in Pricing AN Elmachtoub, ML Hamilton Management Science 67 (8), 4686-4702, 2021 | 81 | 2021 |
| 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, K Ferreira, R McNellis Manufacturing & Service Operations Management 25 (2), 648-667, 2023 | 67 | 2023 |
| Static Pricing: Universal Guarantees for Reusable Resources O Besbes, AN Elmachtoub, Y Sun Operations Research 70 (2), 1143-1152, 2022 | 60 | 2022 |
| Estimate-Then-Optimize Versus Integrated-Estimation-Optimization Versus Sample Average Approximation: A Stochastic Dominance Perspective AN Elmachtoub, H Lam, H Zhang, Y Zhao arXiv preprint arXiv:2304.06833, 2023 | 52* | 2023 |
| The Submodular Joint Replenishment Problem M Cheung, AN Elmachtoub, R Levi, DB Shmoys Mathematical Programming 158 (1), 207-233, 2016 | 52 | 2016 |
| Retailing with Opaque Products AN Elmachtoub, Y Wei, Y Zhou SSRN, 2015 | 46 | 2015 |
| Supply Chain Management with Online Customer Selection AN Elmachtoub, R Levi Operations Research 64 (2), 458-473, 2016 | 41 | 2016 |
| Matchmaking Strategies for Maximizing Player Engagement in Video Games M Chen, AN Elmachtoub, X Lei Available at SSRN 3928966, 2021 | 40 | 2021 |
| From Random Polygon to Ellipse: An Eigenanalysis AN Elmachtoub, CF Van Loan SIAM Review 52 (1), 151-170, 2010 | 39 | 2010 |
| The Value of Flexibility from Opaque Selling AN Elmachtoub, D Yao, Y Zhou Available at SSRN 3483872, 2019 | 35 | 2019 |
| From Cost Sharing Mechanisms to Online Selection Problems AN Elmachtoub, R Levi Mathematics of Operations Research 40 (3), 542-557, 2015 | 22 | 2015 |
| Pricing Analytics for Rotable Spare Parts O Besbes, AN Elmachtoub, Y Sun INFORMS Journal on Applied Analytics 50 (5), 313-324, 2020 | 19 | 2020 |
Paul GrigasAssociate Professor, UC BerkeleyVerified email at berkeley.edu
