Smart "Predict, then Optimize" AN Elmachtoub, P Grigas Management Science 68 (1), 9-26, 2022 | 635 | 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 | 132 | 2020 |
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 | 111 | 2010 |
Price Discrimination with Fairness Constraints M Cohen, AN Elmachtoub, X Lei Management Science 68 (12), 8536-8552, 2022 | 104 | 2022 |
The Value of Personalized Pricing AN Elmachtoub, V Gupta, M Hamilton Management Science 67 (10), 6055-6070, 2021 | 100 | 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 | 86* | 2023 |
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 | 61 | 2017 |
Loot Box Pricing and Design N Chen, AN Elmachtoub, M Hamilton, X Lei Management Science 67 (8), 4809-4825, 2021 | 56 | 2021 |
The Power of Opaque Products in Pricing AN Elmachtoub, ML Hamilton Management Science 67 (8), 4686-4702, 2021 | 47 | 2021 |
The Submodular Joint Replenishment Problem M Cheung, AN Elmachtoub, R Levi, DB Shmoys Mathematical Programming 158 (1), 207-233, 2016 | 43 | 2016 |
Static Pricing: Universal Guarantees for Reusable Resources O Besbes, AN Elmachtoub, Y Sun Operations Research 70 (2), 1143-1152, 2022 | 42 | 2022 |
Market Segmentation Trees A Aouad, AN Elmachtoub, K Ferreira, R McNellis Manufacturing & Service Operations Management 25 (2), 648-667, 2023 | 37 | 2023 |
Retailing with Opaque Products AN Elmachtoub, Y Wei, Y Zhou SSRN, 2015 | 35 | 2015 |
From Random Polygon to Ellipse: An Eigenanalysis AN Elmachtoub, CF Van Loan SIAM Review 52 (1), 151-170, 2010 | 35 | 2010 |
Supply Chain Management with Online Customer Selection AN Elmachtoub, R Levi Operations Research 64 (2), 458-473, 2016 | 34 | 2016 |
The Value of Flexibility from Opaque Selling AN Elmachtoub, D Yao, Y Zhou Available at SSRN 3483872, 2019 | 23 | 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 | 17 | 2020 |
Matchmaking Strategies for Maximizing Player Engagement in Video Games M Chen, AN Elmachtoub, X Lei Available at SSRN 3928966, 2021 | 15 | 2021 |
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 | 10* | 2023 |