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Employment (2)

Columbia University: New York, NY, US

2015-08 to present | Assistant Professor (Industrial Engineering and Operations Research)
Employment
Source: Self-asserted source
Adam Elmachtoub

IBM Thomas J Watson Research Center: Yorktown Heights, NY, US

2014-08 to 2015-07 | Postdoctoral Researcher (Business Analytics and Mathematical Sciences)
Employment
Source: Self-asserted source
Adam Elmachtoub

Education and qualifications (2)

Massachusetts Institute of Technology: Cambridge, MA, US

2009-09 to 2014-06 | Ph.D. (Operations Research Center)
Education
Source: Self-asserted source
Adam Elmachtoub

Cornell University: Ithaca, NY, US

2006-08-06 to 2009-06-09 | B.S. (Operations Research and Information Engineering)
Education
Source: Self-asserted source
Adam Elmachtoub

Professional activities (1)

INFORMS: Catonsville, MD, US

Membership
Source: Self-asserted source
Adam Elmachtoub

Funding (2)

CAREER: Enhancing E-Commerce and Service Systems by Embracing Consumer Flexibility

2020-09-01 to 2025-08-31 | Grant
Directorate for Engineering (Arlington, US)
URL: https://app.dimensions.ai/details/grant/grant.8832324
GRANT_NUMBER: 1944428
Source: Self-asserted source
Adam Elmachtoub via DimensionsWizard

Collaborative Research: Operations-Driven Machine Learning

2018-08-15 to 2021-07-31 | Grant
Directorate for Engineering (Arlington, US)
URL: https://app.dimensions.ai/details/grant/grant.7703209
GRANT_NUMBER: 1763000
Source: Self-asserted source
Adam Elmachtoub via DimensionsWizard

Works (18)

Smart "Predict, then Optimize"

Management Science (forthcoming)
2020-10-22 | Preprint
ARXIV: arXiv:1710.08005v4
Source: Self-asserted source
Adam Elmachtoub

Pricing Analytics for Rotable Spare Parts

INFORMS Journal on Applied Analytics
2020-09 | Journal article
DOI: 10.1287/inte.2020.1033
Part of ISSN: 0092-2102
Contributors: Omar Besbes; Adam N. Elmachtoub; Yunjie Sun
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

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

Proceedings of the 37th International Conference on Machine Learning (ICML)
2020-02-29 | Preprint
Source: Self-asserted source
Adam Elmachtoub

Market Segmentation Trees

2019-06-04 | Preprint
ARXIV: arXiv:1906.01174v2
Source: Self-asserted source
Adam Elmachtoub

Generalization Bounds in the Predict-then-Optimize Framework

Advances in Neural Information Processing Systems 32 (NeurIPS)
2019-05-27 | Preprint
ARXIV: arXiv:1905.11488v1
Source: Self-asserted source
Adam Elmachtoub

Static Pricing: Universal Guarantees for Reusable Resources

Operations Research (forthcoming)
2019-05-02 | Preprint
Source: Self-asserted source
Adam Elmachtoub

A Practical Method for Solving Contextual Bandit Problems Using Decision Trees

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence
2017-06-14 | Preprint
ARXIV: arXiv:1706.04687v2
Source: Self-asserted source
Adam Elmachtoub

Supply Chain Management with Online Customer Selection

Operations Research
2016-04 | Journal article
DOI: 10.1287/opre.2015.1472
Contributors: Adam N. Elmachtoub; Retsef Levi
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

From Cost Sharing Mechanisms to Online Selection Problems

Mathematics of Operations Research
2015-08 | Journal article
DOI: 10.1287/moor.2014.0684
Contributors: Adam N. Elmachtoub; Retsef Levi
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

The submodular joint replenishment problem

Mathematical Programming
2015-07-03 | Journal article
DOI: 10.1007/s10107-015-0920-3
Contributors: Maurice Cheung; Adam N. Elmachtoub; Retsef Levi; David B. Shmoys
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

Maximizing the spread of cascades using network design

Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence
2010 | Conference paper
Source: Self-asserted source
Adam Elmachtoub

From Random Polygon to Ellipse: An Eigenanalysis

SIAM Review
2010-01 | Journal article
DOI: 10.1137/090746707
Contributors: Adam N. Elmachtoub; Charles F. Van Loan
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

Loot Box Pricing and Design

Management Science (forthcoming)
Journal article
DOI: 10.2139/ssrn.3430125
Part of ISSN: 1556-5068
Source: Self-asserted source
Adam Elmachtoub
grade
Preferred source (of 2)‎

Pricing with Fairness

SSRN Electronic Journal
Journal article
DOI: 10.2139/ssrn.3459289
Part of ISSN: 1556-5068
Contributors: Maxime Cohen; Adam Elmachtoub; Xiao Lei
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

Retailing with Opaque Products

SSRN Electronic Journal
Journal article
DOI: 10.2139/ssrn.2659211
Contributors: Adam N Elmachtoub; Yehua Wei
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

The Power of Opaque Products in Pricing

Management Science (forthcoming)
Journal article
DOI: 10.2139/ssrn.3025944
Part of ISSN: 1556-5068
Source: Self-asserted source
Adam Elmachtoub
grade
Preferred source (of 2)‎

The Value of Flexibility From Opaque Selling

SSRN Electronic Journal
Journal article
DOI: 10.2139/ssrn.3483872
Part of ISSN: 1556-5068
Contributors: Adam Elmachtoub; David Yao; Yeqing Zhou
Source: Self-asserted source
Adam Elmachtoub via Crossref Metadata Search

The Value of Personalized Pricing

Management Science (forthcoming)
Journal article
DOI: 10.2139/ssrn.3127719
Part of ISSN: 1556-5068
Source: Self-asserted source
Adam Elmachtoub
grade
Preferred source (of 2)‎
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