Adam N. Elmachtoub

Orcid: 0000-0003-0729-4999

Affiliations:
  • Columbia University, Department of Industrial Engineering and Operations Research, New York City, NY, USA
  • Cornell University, School of Operations Research and Information Engineering, Ithaca, NY, USA


According to our database1, Adam N. Elmachtoub authored at least 24 papers between 2010 and 2023.

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Bibliography

2023
Market Segmentation Trees.
Manuf. Serv. Oper. Manag., March, 2023

Generalization Bounds in the Predict-Then-Optimize Framework.
Math. Oper. Res., 2023

Static Pricing Guarantees for Queueing Systems.
CoRR, 2023

Estimate-Then-Optimize Versus Integrated-Estimation-Optimization: A Stochastic Dominance Perspective.
CoRR, 2023

The Power of Static Pricing for Reusable Resources.
CoRR, 2023

An active learning framework for multi-group mean estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Balanced Off-Policy Evaluation for Personalized Pricing.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Price Discrimination with Fairness Constraints.
Manag. Sci., December, 2022

Smart "Predict, then Optimize".
Manag. Sci., 2022

Technical Note - Static Pricing: Universal Guarantees for Reusable Resources.
Oper. Res., 2022

Revenue Management with Product Retirement and Customer Selection.
Proceedings of the Web and Internet Economics - 18th International Conference, 2022

Matchmaking Strategies for Maximizing Player Engagement in Video Games.
Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022

2021
The Power of Opaque Products in Pricing.
Manag. Sci., 2021

The Value of Personalized Pricing.
Manag. Sci., 2021

Loot Box Pricing and Design.
Manag. Sci., 2021

2020
Pricing Analytics for Rotable Spare Parts.
INFORMS J. Appl. Anal., 2020

Decision Trees for Decision-Making under the Predict-then-Optimize Framework.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Static Pricing: Universal Guarantees for Reusable Resources.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

2017
A Practical Method for Solving Contextual Bandit Problems Using Decision Trees.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2016
The submodular joint replenishment problem.
Math. Program., 2016

Supply Chain Management with Online Customer Selection.
Oper. Res., 2016

2015
From Cost Sharing Mechanisms to Online Selection Problems.
Math. Oper. Res., 2015

2010
From Random Polygon to Ellipse: An Eigenanalysis.
SIAM Rev., 2010

Maximizing the Spread of Cascades Using Network Design.
Proceedings of the UAI 2010, 2010


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