Vineet Goyal

Columbia University - Department of Industrial Engineering and Operations Research (IEOR)

331 S.W. Mudd Building

500 West 120th Street

New York, NY 10027

United States

  • Columbia University - Department of Industrial Engineering and Operations Research (IEOR)

SCHOLARLY PAPERS

16

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199

Scholarly Papers (16)

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1.

Online Assortment Optimization with Reusable Resources

Management Science
Number of pages: 25 Posted: 07 Mar 2019 Last Revised: 17 Jun 2021
Evelyn Xiao-Yue Gong, Vineet Goyal, Garud Iyengar, David Simchi-Levi, Rajan Udwani and Shuangyu Wang
Carnegie Mellon University, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Massachusetts Institute of Technology (MIT) - School of Engineering, UC Berkeley and Columbia University
Downloads 1,311 (33,781)
Citation 26

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Online Algorithms, Assortment Optimization, Resource Allocation, Competitive Ratio

2.

Capacitated Assortment Optimization: Hardness and Approximation

Number of pages: 30 Posted: 29 Dec 2014 Last Revised: 29 May 2020
Antoine Désir, Vineet Goyal and Jiawei Zhang
INSEAD, Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and New York University (NYU) - Department of Information, Operations, and Management Sciences
Downloads 1,053 (46,387)
Citation 79

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Assortment Optimization, FPTAS

3.

Shapley Meets Uniform: An Axiomatic Framework for Attribution in Online Advertising

Number of pages: 52 Posted: 10 Jun 2019 Last Revised: 23 Aug 2021
Raghav Singal, Omar Besbes, Antoine Désir, Vineet Goyal and Garud Iyengar
Tuck School of Business at Dartmouth College, Columbia University - Columbia Business School, Decision Risk and Operations, INSEAD, Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and Columbia University - Department of Industrial Engineering and Operations Research (IEOR)
Downloads 884 (59,239)

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digital economy, online advertising, attribution, Markov chain, Shapley value, causality

4.

Joint Assortment and Inventory Planning under the Markov chain Choice Model

Columbia Business School Research Paper Forthcoming
Number of pages: 49 Posted: 26 Apr 2021 Last Revised: 06 Aug 2024
Omar Mouchtaki, Omar El Housni, Guillermo Gallego, Vineet Goyal, Salal Humair, Sangjo Kim, Ali Sadighian and Jingchen Wu
New York University (NYU) - Leonard N. Stern School of Business, Cornell University - School of Operations Research and Information Engineering, CUHK-SZ, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Amazon.com, Inc., Shanghai University of Finance and Economics - College of Business, Uber Inc and Flexport
Downloads 748 (74,164)
Citation 6

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Inventory planning, stock-out-based substitution, Markov chain choice model, assortment optimization, sample average approximation

5.

Capacity Constrained Assortment Optimization Under the Markov Chain Based Choice Model

Number of pages: 33 Posted: 04 Jul 2015 Last Revised: 22 Oct 2015
Antoine Désir, Vineet Goyal, Danny Segev and Chun Ye
INSEAD, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Tel Aviv University - School of Mathematical Sciences and Columbia University - Department of Industrial Engineering and Operations Research (IEOR)
Downloads 636 (91,295)
Citation 31

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Assortment optimization, choice models, approximation algorithms, Markov chain

6.

Sparse Process Flexibility Designs: Is Long Chain Really Optimal?

Number of pages: 28 Posted: 14 Jun 2014 Last Revised: 05 Oct 2017
Antoine Désir, Vineet Goyal, Yehua Wei and Jiawei Zhang
INSEAD, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Decision Sciences Area, Fuqua School of Business, Duke University and New York University (NYU) - Department of Information, Operations, and Management Sciences
Downloads 592 (100,052)
Citation 19

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long chain, process flexibility design, stochastic max-flow, capacity pooling

7.

Pricing a Finite Inventory of Substitutable Products with Show-All Constraint

Number of pages: 59 Posted: 22 Mar 2022 Last Revised: 25 Jul 2024
Vineet Goyal, Garud Iyengar and Rajan Udwani
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and UC Berkeley
Downloads 422 (151,113)
Citation 2

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8.

Revenue Management with Product Retirement and Customer Selection

Number of pages: 52 Posted: 16 Feb 2022 Last Revised: 17 Apr 2023
Adam N. Elmachtoub, Vineet Goyal, Roger Lederman and Harsh Sheth
Department of Industrial Engineering and Operations Research & Data Science Institute, Columbia University, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Amazon.com and Department of Industrial Engineering and Operations Research, Columbia University
Downloads 421 (151,526)
Citation 1

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revenue management; customer selection; multinomial logit; approximation algorithms

9.

Learning to Price Under Competition for Multinomial Logit Demand

Number of pages: 49 Posted: 10 Oct 2023 Last Revised: 18 Feb 2024
Vineet Goyal, Shukai Li and Sanjay Mehrotra
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Northwestern University - Department of Industrial Engineering and Management Sciences and Northwestern University - Department of Industrial Engineering and Management Sciences
Downloads 315 (208,764)
Citation 1

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online learning, sequential pricing, price competition, multinomial logit choice model

10.

Mallows-Smoothed Distribution Over Rankings Approach for Modeling Choice

Number of pages: 65 Posted: 21 May 2018 Last Revised: 28 Sep 2019
Antoine Désir, Vineet Goyal, Srikanth Jagabathula and Danny Segev
INSEAD, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), New York University (NYU) - Department of Information, Operations, and Management Sciences and Tel Aviv University - School of Mathematical Sciences
Downloads 252 (263,273)
Citation 1

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11.

Robust Assortment Optimization Under the Markov Chain Model

Number of pages: 40 Posted: 29 Oct 2021
Antoine Désir, Vineet Goyal, Bo Jiang, Tian Xie and Jiawei Zhang
INSEAD, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Shanghai University of Finance and Economics - School of Information Management and Engineering, Shanghai University of Finance and Economics - School of Information Management and Engineering and New York University (NYU) - Department of Information, Operations, and Management Sciences
Downloads 210 (314,306)
Citation 14

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12.

Assortment Optimization over Dense Universe is Easy

Number of pages: 36 Posted: 11 Aug 2020
Kumar Goutam, Vineet Goyal and Henry Lam
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and Columbia University
Downloads 199 (330,525)
Citation 1

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Assortment Optimization, Mixed MNL, Dense Universe

13.

Workforce Scheduling with Heterogeneous Time Preferences: Effective Wages and Workers' Supply

Number of pages: 48 Posted: 13 Sep 2022 Last Revised: 13 Jul 2024
Omar Besbes, Vineet Goyal, Garud Iyengar and Raghav Singal
Columbia University - Columbia Business School, Decision Risk and Operations, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and Tuck School of Business at Dartmouth College
Downloads 196 (335,218)

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on-demand services, scheduling, workers' supply, gig-economy wages History : This version: July '24. Third version: May '24. Second version: Nov. '23. First version: Aug. '22

14.

Near-Optimal Algorithms for the Assortment Planning Problem Under Dynamic Substitution and Stochastic Demand

Operations Research, Forthcoming, MIT Sloan Research Paper No. 5139-15
Number of pages: 32 Posted: 26 Mar 2015 Last Revised: 14 Aug 2015
Vineet Goyal, Retsef Levi and Danny Segev
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), MIT Sloan School of Management - Operations Research Center and Tel Aviv University - School of Mathematical Sciences
Downloads 190 (345,060)
Citation 17

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assortment planning, dynamic substitution, polynomial time approximation schemes

15.

Quantifying Utilitarian Outcomes to Inform Triage Ethics: Simulated Performance of a Ventilator Triage Protocol Under SARS-CoV-2 Pandemic Surge Conditions

Number of pages: 29 Posted: 13 Aug 2021
Elizabeth Chuang, Julien Grand-Clement, Jen-Ting Chen, Carri W. Chan, Vineet Goyal and Michelle Ng Gong
Yeshiva University - Department of Family and Social Medicine, Columbia University, Yeshiva University - Albert Einstein College of Medicine, Columbia University - Columbia Business School, Decision Risk and Operations, Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and Yeshiva University - Albert Einstein College of Medicine
Downloads 64 (754,411)
Citation 1

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16.

Rapid Response Teams for Proactive Sepsis Treatment

Number of pages: 62 Posted: 08 Apr 2025
Chia-Hao Chang, Carri Chan, Vineet Goyal and Benjamin L. Ranard
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Columbia Business School, Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and Columbia University - Irving Medical Center
Downloads 33 (1,012,441)

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Healthcare, One-Step Look-Ahead Policy, Asymptotic Optimality