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
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
812010
Smart "Predict, then Optimize"
AN Elmachtoub, P Grigas
arXiv preprint arXiv:1710.08005, 2017
44*2017
The Submodular Joint Replenishment Problem
M Cheung, AN Elmachtoub, R Levi, DB Shmoys
Mathematical Programming 158 (1), 207-233, 2016
272016
From Random Polygon to Ellipse: An Eigenanalysis
AN Elmachtoub, CF Van Loan
SIAM Review 52 (1), 151-170, 2010
272010
Supply Chain Management with Online Customer Selection
AN Elmachtoub, R Levi
Operations Research 64 (2), 458-473, 2016
162016
From Cost Sharing Mechanisms to Online Selection Problems
AN Elmachtoub, R Levi
Mathematics of Operations Research 40 (3), 542-557, 2015
162015
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
152017
Retailing with opaque products
AN Elmachtoub, Y Wei
SSRN, 2015
152015
The Value of Personalized Pricing
AN Elmachtoub, V Gupta, M Hamilton
SSRN, 2018
102018
The Power of Opaque Products in Pricing
AN Elmachtoub, ML Hamilton
SSRN, 2017
82017
Static pricing: Universal guarantees for reusable resources
O Besbes, AN Elmachtoub, Y Sun
Proceedings of the 2019 ACM Conference on Economics and Computation, 393-394, 2019
32019
Pricing analytics for rotable spare parts
O Besbes, AN Elmachtoub, Y Sun
Available at SSRN 3476437, 2019
22019
Training a machine to dynamically determine and communicate customized, product-dependent promotions with no or limited historical data over a network
AN Elmachtoub, MR Ettl, S Oh, M Petrik, RK Ravi
US Patent 2017/0,046,732, 2017
22017
Pricing with Fairness
M Cohen, AN Elmachtoub, X Lei
Available at SSRN 3459289, 2019
12019
Market Segmentation Trees
A Aouad, AN Elmachtoub, K Ferreira, R McNellis
arXiv preprint arXiv:1906.01174, 2019
12019
Generalization Bounds in the Predict-then-Optimize Framework
O El Balghiti, AN Elmachtoub, P Grigas, A Tewari
Advances in Neural Information Processing Systems, 14389-14398, 2019
12019
New approaches for integrating revenue and supply chain management
AN Elmachtoub
Massachusetts Institute of Technology, 2014
12014
Decision Trees for Decision-Making under the Predict-then-Optimize Framework
AN Elmachtoub, JCN Liang, R McNellis
arXiv preprint arXiv:2003.00360, 2020
2020
Determining feature importance and target population in the context of promotion recommendation
AN Elmachtoub, M Ettl, S Oh, M Petrik, RK Ravi
US Patent 10,546,320, 2020
2020
The Value of Flexibility from Opaque Selling
AN Elmachtoub, D Yao, Y Zhou
Available at SSRN, 2019
2019
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