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Adam N. Elmachtoub
Adam N. Elmachtoub
Columbia University, Dept. of Industrial Engineering and Operations Research
Verified email at ieor.columbia.edu - Homepage
Title
Cited by
Cited by
Year
Smart "Predict, then Optimize"
AN Elmachtoub, P Grigas
Management Science 68 (1), 9-26, 2022
6262022
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
1292020
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
1102010
The Value of Personalized Pricing
AN Elmachtoub, V Gupta, M Hamilton
Management Science 67 (10), 6055-6070, 2021
1012021
Price Discrimination with Fairness Constraints
M Cohen, AN Elmachtoub, X Lei
Management Science 68 (12), 8536-8552, 2022
1002022
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
87*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
612017
Loot Box Pricing and Design
N Chen, AN Elmachtoub, M Hamilton, X Lei
Management Science 67 (8), 4809-4825, 2021
532021
The Power of Opaque Products in Pricing
AN Elmachtoub, ML Hamilton
Management Science 67 (8), 4686-4702, 2021
472021
Static Pricing: Universal Guarantees for Reusable Resources
O Besbes, AN Elmachtoub, Y Sun
Operations Research 70 (2), 1143-1152, 2022
432022
The Submodular Joint Replenishment Problem
M Cheung, AN Elmachtoub, R Levi, DB Shmoys
Mathematical Programming 158 (1), 207-233, 2016
422016
Market Segmentation Trees
A Aouad, AN Elmachtoub, K Ferreira, R McNellis
Manufacturing & Service Operations Management 25 (2), 648-667, 2023
382023
Supply Chain Management with Online Customer Selection
AN Elmachtoub, R Levi
Operations Research 64 (2), 458-473, 2016
352016
Retailing with Opaque Products
AN Elmachtoub, Y Wei, Y Zhou
SSRN, 2015
352015
From Random Polygon to Ellipse: An Eigenanalysis
AN Elmachtoub, CF Van Loan
SIAM Review 52 (1), 151-170, 2010
342010
The Value of Flexibility from Opaque Selling
AN Elmachtoub, D Yao, Y Zhou
Available at SSRN 3483872, 2019
232019
From Cost Sharing Mechanisms to Online Selection Problems
AN Elmachtoub, R Levi
Mathematics of Operations Research 40 (3), 542-557, 2015
232015
Pricing Analytics for Rotable Spare Parts
O Besbes, AN Elmachtoub, Y Sun
INFORMS Journal on Applied Analytics 50 (5), 313-324, 2020
192020
Matchmaking Strategies for Maximizing Player Engagement in Video Games
M Chen, AN Elmachtoub, X Lei
Available at SSRN 3928966, 2021
152021
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
8*2023
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