Adam N. Elmachtoub

43 papers A* 7A 4Journal 27Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Choice Modeling and Pricing for Scheduled Services.
KDD (1)
Adam N. Elmachtoub, Kumar Goutam, Roger Lederman
2026 J jnl
Simple vs. Optimal Congestion Pricing.
CoRR
Devansh Jalota, Xuan Di, Adam N. Elmachtoub
2025 J jnl
An active learning framework for multi-group mean estimation.
CoRR
Abdellah Aznag, Rachel Cummings, Adam N. Elmachtoub
2025 A conf
Dissecting the Impact of Model Misspecification in Data-Driven Optimization.
AISTATS
Adam N. Elmachtoub, Henry Lam, Haixiang Lan, Haofeng Zhang
2025 J jnl
Dissecting the Impact of Model Misspecification in Data-driven Optimization.
CoRR
Adam N. Elmachtoub, Henry Lam, Haixiang Lan, Haofeng Zhang
2025 J jnl
The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective.
CoRR
Haixiang Lan, Luofeng Liao, Adam N. Elmachtoub, Christian Kroer, Henry Lam, Haofeng Zhang
2025 A* conf
The Power of Static Pricing for Reusable Resources.
EC
Adam N. Elmachtoub, Jiaqi Shi
2023 A* conf
An active learning framework for multi-group mean estimation.
NeurIPS
Abdellah Aznag, Rachel Cummings, Adam N. Elmachtoub
2023 A conf
Balanced Off-Policy Evaluation for Personalized Pricing.
AISTATS
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
2023 J jnl
Balanced Off-Policy Evaluation for Personalized Pricing.
CoRR
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
2023 J jnl
Estimate-Then-Optimize Versus Integrated-Estimation-Optimization: A Stochastic Dominance Perspective.
CoRR
Adam N. Elmachtoub, Henry Lam, Haofeng Zhang, Yunfan Zhao
2023 J jnl
Generalization Bounds in the Predict-Then-Optimize Framework.
Math. Oper. Res.
Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari
2023 J jnl
Market Segmentation Trees.
Manuf. Serv. Oper. Manag.
Ali Aouad, Adam N. Elmachtoub, Kris Johnson Ferreira, Ryan McNellis
2023 J jnl
Static Pricing Guarantees for Queueing Systems.
CoRR
Jacob Bergquist, Adam N. Elmachtoub
2023 J jnl
The Power of Static Pricing for Reusable Resources.
CoRR
Adam N. Elmachtoub, Jiaqi Shi
2022 A* conf
Matchmaking Strategies for Maximizing Player Engagement in Video Games.
EC
Mingliu Chen, Adam N. Elmachtoub, Xiao Lei
2022 J jnl
Price Discrimination with Fairness Constraints.
Manag. Sci.
Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei
2022 — conf
Revenue Management with Product Retirement and Customer Selection.
WINE
Adam N. Elmachtoub, Vineet Goyal, Roger Lederman, Harsh Sheth
2022 J jnl
Smart "Predict, then Optimize".
Manag. Sci.
Adam N. Elmachtoub, Paul Grigas
2022 J jnl
Technical Note - Static Pricing: Universal Guarantees for Reusable Resources.
Oper. Res.
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
2021 J jnl
Loot Box Pricing and Design.
Manag. Sci.
Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei
2021 — conf
Price Discrimination with Fairness Constraints.
FAccT
Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei
2021 J jnl
The Power of Opaque Products in Pricing.
Manag. Sci.
Adam N. Elmachtoub, Michael L. Hamilton
2021 J jnl
The Value of Personalized Pricing.
Manag. Sci.
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
2020 A* conf
Decision Trees for Decision-Making under the Predict-then-Optimize Framework.
ICML
Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis
2020 J jnl
Decision Trees for Decision-Making under the Predict-then-Optimize Framework.
CoRR
Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis
2020 A* conf
Loot Box Pricing and Design.
EC
Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei
2020 J jnl
Pricing Analytics for Rotable Spare Parts.
INFORMS J. Appl. Anal.
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
2019 A* conf
Generalization Bounds in the Predict-then-Optimize Framework.
NeurIPS
Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari
2019 J jnl
Generalization Bounds in the Predict-then-Optimize Framework.
CoRR
Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari
2019 A* conf
Static Pricing: Universal Guarantees for Reusable Resources.
EC
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
2019 J jnl
Static Pricing: Universal Guarantees for Reusable Resources.
CoRR
Omar Besbes, Adam N. Elmachtoub, Yunjie Sun
2019 — conf
The Value of Personalized Pricing.
WINE
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
2017 A conf
A Practical Method for Solving Contextual Bandit Problems Using Decision Trees.
UAI
Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik
2017 J jnl
A Practical Method for Solving Contextual Bandit Problems Using Decision Trees.
CoRR
Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik
2017 J jnl
Smart "Predict, then Optimize".
CoRR
Adam N. Elmachtoub, Paul Grigas
2017 — conf
The Power of Opaque Products in Pricing.
WINE
Adam N. Elmachtoub, Michael L. Hamilton
2016 J jnl
Supply Chain Management with Online Customer Selection.
Oper. Res.
Adam N. Elmachtoub, Retsef Levi
2016 J jnl
The submodular joint replenishment problem.
Math. Program.
Maurice Cheung, Adam N. Elmachtoub, Retsef Levi, David B. Shmoys
2015 J jnl
From Cost Sharing Mechanisms to Online Selection Problems.
Math. Oper. Res.
Adam N. Elmachtoub, Retsef Levi
2012 J jnl
Maximizing the Spread of Cascades Using Network Design
CoRR
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
2010 J jnl
From Random Polygon to Ellipse: An Eigenanalysis.
SIAM Rev.
Adam N. Elmachtoub, Charles F. Van Loan
2010 A conf
Maximizing the Spread of Cascades Using Network Design.
UAI
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