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

14

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51

Scholarly Papers (14)

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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
Xiao-Yue Gong, Vineet Goyal, Garud Iyengar, David Simchi-Levi, Rajan Udwani and Shuangyu Wang
MIT Operations Research Center, 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 1,023 (35,768)
Citation 8

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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 803 (49,910)
Citation 51

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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 649 (66,304)

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

4.

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 547 (82,036)
Citation 13

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

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 539 (83,560)
Citation 31

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Assortment optimization, choice models, approximation algorithms, Markov chain

6.

Joint Assortment and Inventory Planning under the Markov chain Choice Model

Columbia Business School Research Paper Forthcoming
Number of pages: 45 Posted: 26 Apr 2021 Last Revised: 05 Jun 2023
Omar Mouchtaki, Omar El Housni, Guillermo Gallego, Vineet Goyal, Salal Humair, Sangjo Kim, Ali Sadighian and Jingchen Wu
Columbia University - Columbia Business School, Decision Risk and Operations, 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 328 (148,508)
Citation 1

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

7.

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 260 (189,005)

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revenue management; customer selection; multinomial logit; approximation algorithms

8.

Dynamic Pricing for a Large Inventory of Substitutable Goods

Number of pages: 41 Posted: 22 Mar 2022 Last Revised: 16 Sep 2022
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 241 (204,428)

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9.

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 218 (224,241)
Citation 1

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10.

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 146 (318,030)
Citation 15

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assortment planning, dynamic substitution, polynomial time approximation schemes

11.

Effective Wages under Workforce Scheduling with Heterogeneous Time Preferences

Number of pages: 45 Posted: 13 Sep 2022
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 143 (323,467)

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on-demand transportation, scheduling, driver supply, gig-economy wages

12.

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 131 (346,210)

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13.

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 124 (360,692)

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Assortment Optimization, Mixed MNL, Dense Universe

14.

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 University - Department of Industrial Engineering and Operations Research (IEOR) and Yeshiva University - Albert Einstein College of Medicine
Downloads 31 (729,339)
Citation 1

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