Adam N. Elmachtoub

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 32

Top Topics

Generalization Bounds

Queueing Systems

Active Learning Framework

Top Venues

Publications

Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
Balanced Off-Policy Evaluation for Personalized Pricing. AISTATS (2023)
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
Balanced Off-Policy Evaluation for Personalized Pricing. CoRR (2023)
Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari
Generalization Bounds in the Predict-Then-Optimize Framework. Math. Oper. Res. 48 (4) (2023)
Ali Aouad, Adam N. Elmachtoub, Kris Johnson Ferreira, Ryan McNellis
Market Segmentation Trees. Manuf. Serv. Oper. Manag. 25 (2) (2023)
Jacob Bergquist, Adam N. Elmachtoub
Static Pricing Guarantees for Queueing Systems. CoRR (2023)
Adam N. Elmachtoub, Henry Lam, Haofeng Zhang, Yunfan Zhao
Estimate-Then-Optimize Versus Integrated-Estimation-Optimization: A Stochastic Dominance Perspective. CoRR (2023)
Abdellah Aznag, Rachel Cummings, Adam N. Elmachtoub
An active learning framework for multi-group mean estimation. NeurIPS (2023)
Adam N. Elmachtoub, Jiaqi Shi
The Power of Static Pricing for Reusable Resources. CoRR (2023)
Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei
Price Discrimination with Fairness Constraints. Manag. Sci. 68 (12) (2022)
Adam N. Elmachtoub, Vineet Goyal, Roger Lederman, Harsh Sheth
Revenue Management with Product Retirement and Customer Selection. WINE (2022)
Mingliu Chen, Adam N. Elmachtoub, Xiao Lei
Matchmaking Strategies for Maximizing Player Engagement in Video Games. EC (2022)
Adam N. Elmachtoub, Paul Grigas
Smart "Predict, then Optimize". Manag. Sci. 68 (1) (2022)
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
Technical Note - Static Pricing: Universal Guarantees for Reusable Resources. Oper. Res. 70 (2) (2022)
Adam N. Elmachtoub, Michael L. Hamilton
The Power of Opaque Products in Pricing. Manag. Sci. 67 (8) (2021)
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
The Value of Personalized Pricing. Manag. Sci. 67 (10) (2021)
Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei
Loot Box Pricing and Design. Manag. Sci. 67 (8) (2021)
Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei
Price Discrimination with Fairness Constraints. FAccT (2021)
Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis
Decision Trees for Decision-Making under the Predict-then-Optimize Framework. ICML (2020)
Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis
Decision Trees for Decision-Making under the Predict-then-Optimize Framework. CoRR (2020)
Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei
Loot Box Pricing and Design. EC (2020)
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
Pricing Analytics for Rotable Spare Parts. INFORMS J. Appl. Anal. 50 (5) (2020)
Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari
Generalization Bounds in the Predict-then-Optimize Framework. CoRR (2019)
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
Static Pricing: Universal Guarantees for Reusable Resources. CoRR (2019)
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
Static Pricing: Universal Guarantees for Reusable Resources. EC (2019)
Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari
Generalization Bounds in the Predict-then-Optimize Framework. NeurIPS (2019)
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
The Value of Personalized Pricing. WINE (2019)
Adam N. Elmachtoub, Paul Grigas
Smart "Predict, then Optimize". CoRR (2017)
Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik
A Practical Method for Solving Contextual Bandit Problems Using Decision Trees. UAI (2017)
Adam N. Elmachtoub, Michael L. Hamilton
The Power of Opaque Products in Pricing. WINE (2017)
Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik
A Practical Method for Solving Contextual Bandit Problems Using Decision Trees. CoRR (2017)
Adam N. Elmachtoub, Retsef Levi
Supply Chain Management with Online Customer Selection. Oper. Res. 64 (2) (2016)
Maurice Cheung, Adam N. Elmachtoub, Retsef Levi, David B. Shmoys
The submodular joint replenishment problem. Math. Program. 158 (1-2) (2016)
Adam N. Elmachtoub, Retsef Levi
From Cost Sharing Mechanisms to Online Selection Problems. Math. Oper. Res. 40 (3) (2015)
Daniel Sheldon, Bistra Dilkina, Adam N. Elmachtoub, Ryan Finseth, Ashish Sabharwal, Jon Conrad, Carla P. Gomes, David B. Shmoys, William Allen, Ole Amundsen, William Vaughan
Maximizing the Spread of Cascades Using Network Design CoRR (2012)
Adam N. Elmachtoub, Charles F. Van Loan
From Random Polygon to Ellipse: An Eigenanalysis. SIAM Rev. 52 (1) (2010)
Daniel Sheldon, Bistra Dilkina, Adam N. Elmachtoub, Ryan Finseth, Ashish Sabharwal, Jon Conrad, Carla P. Gomes, David B. Shmoys, William Allen, Ole Amundsen, William Vaughan
Maximizing the Spread of Cascades Using Network Design. UAI (2010)