AE

Adam N. Elmachtoub

0000-0003-0729-4999

cs.LGmath.OCstat.MLcs.GTcs.DScs.CYcs.ITcs.SIcs.SYecon.GN

On Valency

published · living versions

Settling the Approximability of Submodular Facility Location

with Bento Natura, Meike Neuwohner

2 versions

W_jw9smc9qv2 · current

Preventing Model Extraction in Contextual Linear Optimization

W_nb23g5nav1

Market Segmentation Trees

W_dh6h79tav2

Preprints & journals

22 papers in the corpus · 2012–2026

Preventing Model Extraction in Contextual Linear Optimization

Adam N. Elmachtoub, Tianyi Lin, Wenxuan Liu

0 citations

2610.29918v12026arXiv

Tight Guarantees for Static Policies in Vehicle Sharing Networks

Adam N. Elmachtoub, Jiaqi Shi

0 citations

2610.13089v12026arXiv

A Complexity Measure for Active Learning in Multi-group Mean Estimation

Abdellah Aznag, Rachel Cummings, Adam N. Elmachtoub

0 citations

2606.14690v12026arXiv

Learning Fair Demand Models

Adam N. Elmachtoub, Hyemi Kim, Jonathan Y. Tan

0 citations

2606.06830v12026arXiv

Fair Aggregation in Virtual Power Plants

Liudong Chen, Hyemi Kim, Adam N. Elmachtoub et al.

0 citations

2604.03559v12026arXiv

Simple vs. Optimal Congestion Pricing

Devansh Jalota, Xuan Di, Adam N. Elmachtoub

0 citations

2602.21495v32026arXiv

Choice Modeling and Pricing for Scheduled Services

Adam N. Elmachtoub, Kumar Goutam, Roger Lederman

0 citations

2512.22271v12025arXiv

The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective

Haixiang Lan, Luofeng Liao, Adam N. Elmachtoub et al.

0 citations

2510.18215v12025arXiv

An active learning framework for multi-group mean estimation

Abdellah Aznag, Rachel Cummings, Adam N. Elmachtoub

2 citations

2505.14882v12025arXiv

Dissecting the Impact of Model Misspecification in Data-driven Optimization

Adam N. Elmachtoub, Henry Lam, Haixiang Lan et al.

1 citation

2503.00626v32025arXiv

Price and Assortment Optimization under the Multinomial Logit Model with Opaque Products

Omar El Housni, Adam N. Elmachtoub, Harsh Sheth et al.

1 citation

2502.08124v22025arXiv

Static Pricing Guarantees for Queueing Systems

Jacob Bergquist, Adam N. Elmachtoub

4 citations

2305.09168v52023arXiv

Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective

Adam N. Elmachtoub, Henry Lam, Haofeng Zhang et al.

4 citations

2304.06833v42023arXiv

Balanced Off-Policy Evaluation for Personalized Pricing

Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao

1 citation

2302.12736v12023arXiv

The Power of Static Pricing for Reusable Resources

Adam N. Elmachtoub, Jiaqi Shi

1 citation

2302.11723v42023arXiv

Decision Trees for Decision-Making under the Predict-then-Optimize Framework

Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis

91 citations

2003.00360v22020arXiv

Market Segmentation Trees

Ali Aouad, Adam N. Elmachtoub, Kris J. Ferreira et al.

47 citations

1906.01174v42019arXiv

Generalization Bounds in the Predict-then-Optimize Framework

Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas et al.

52 citations

1905.11488v32019arXiv

Static Pricing: Universal Guarantees for Reusable Resources

Omar Besbes, Adam N. Elmachtoub, Yunjie Sun

5 citations

1905.00731v32019arXiv

Smart "Predict, then Optimize"

Adam N. Elmachtoub, Paul Grigas

808 citations

1710.08005v52017arXiv

A Practical Method for Solving Contextual Bandit Problems Using Decision Trees

Adam N. Elmachtoub, Ryan McNellis, Sechan Oh et al.

24 citations

1706.04687v22017arXiv

Maximizing the Spread of Cascades Using Network Design

Daniel Sheldon, Bistra Dilkina, Adam N. Elmachtoub et al.

71 citations

1203.3514v12012arXiv

Career total: 54 works. 22 are in this corpus.

Profile built from the corpus for this byline.

54

works

1,804

citations

20

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