Adam N. Elmachtoub

43 papers A* 7A 4Journal 27Unranked 5

Year	Rank	Type	Title / 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