Jacob Feldman

Washington University in St. Louis - John M. Olin Business School

Assistant Professor

One Brookings Drive

Campus Box 1133

St. Louis, MO 63130-4899

United States

  • Washington University in St. Louis - John M. Olin Business School

SCHOLARLY PAPERS

11

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27

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14

Scholarly Papers (11)

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1.

Customer Choice Models versus Machine Learning: Finding Optimal Product Displays on Alibaba

Number of pages: 50 Posted: 26 Aug 2018 Last Revised: 02 May 2019
Jacob Feldman, Dennis Zhang, Xiaofei Liu and Nannan Zhang
Washington University in St. Louis - John M. Olin Business School, Washington University in St. Louis - John M. Olin Business School, Alibaba Group and Alibaba Group
Downloads 2,278 (11,453)
Citation 11

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Choice Models, Product Assortment, Machine Learning, Field Experiment, Retail Operations

2.

The Click-Based MNL Model: A Novel Framework for Modeling Click Data in Assortment Optimization

Number of pages: 74 Posted: 17 Mar 2019 Last Revised: 01 Feb 2021
Ali Aouad, Jacob Feldman, Danny Segev and Dennis Zhang
London Business School, Washington University in St. Louis - John M. Olin Business School, Tel Aviv University - School of Mathematical Sciences and Washington University in St. Louis - John M. Olin Business School
Downloads 964 (41,826)
Citation 16

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Choice Models, Retailing Platforms, Assortment Optimization, Approximation Schemes, E-Commerce

3.

Assortment Optimization under the Multi-Purchase Multinomial Logit Choice Model

Number of pages: 55 Posted: 16 Jun 2021
Jacob Feldman, Danny Segev, Huseyin Topaloglu, Laura Wagner and Yicheng Bai
Washington University in St. Louis - John M. Olin Business School, Tel Aviv University - School of Mathematical Sciences, Cornell University - School of Operations Research and Information Engineering, Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics and Cornell University - School of Operations Research and Information Engineering
Downloads 570 (83,767)
Citation 6

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Consumer choice, multiple simultaneous purchases, assortment optimization, PTAS

4.

The Exponomial Choice Model: Algorithmic Frameworks for Assortment Optimization and Data-Driven Estimation Case Studies

Number of pages: 57 Posted: 21 Jun 2018 Last Revised: 20 May 2019
Ali Aouad, Jacob Feldman and Danny Segev
London Business School, Washington University in St. Louis - John M. Olin Business School and Tel Aviv University - School of Mathematical Sciences
Downloads 392 (131,296)
Citation 1

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Assortment Optimization, FPTAS, Approximate Dynamic Programming, Case Study

5.

Display Optimization Under the Multinomial Logit Choice Model: Balancing Revenue and Customer Satisfaction

Number of pages: 24 Posted: 23 Aug 2021
Jacob Feldman and Puping (Phil) Jiang
Washington University in St. Louis - John M. Olin Business School and Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management
Downloads 201 (258,480)

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Consumer Choice, Assortment Optimization, PTAS

6.

Free Rides in Dockless, Electric Vehicle Sharing Systems

Number of pages: 44 Posted: 07 Jun 2019 Last Revised: 26 Jun 2019
Bobby Nyotta, Fernanda Bravo and Jacob Feldman
University of California, Los Angeles (UCLA) - Anderson School of Management, University of California, Los Angeles (UCLA) - Anderson School of Management and Washington University in St. Louis - John M. Olin Business School
Downloads 199 (260,845)
Citation 2

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vehicle sharing, electric vehicles, dynamic programming, revenue management

7.

Improved Approximation Schemes for MNL-Driven Sequential Assortment Optimization

Number of pages: 50 Posted: 23 Aug 2019
Jacob Feldman and Danny Segev
Washington University in St. Louis - John M. Olin Business School and Tel Aviv University - School of Mathematical Sciences
Downloads 196 (264,419)
Citation 1

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Assortment Optimization, Multinomial-Logit Model, Appointment Scheduling, Approximation Scheme

8.

Dynamic Pricing with Menu Costs: Approximation Schemes and Applications to Grocery Retail

Number of pages: 55 Posted: 06 May 2022 Last Revised: 18 Jan 2023
Jacob Feldman and Danny Segev
Washington University in St. Louis - John M. Olin Business School and Tel Aviv University - School of Mathematical Sciences
Downloads 177 (290,772)

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dynamic pricing, menu costs, grocery retail, approximation schemes

9.

A New Class of Revenue Management Problems with Overbooking and No-Shows: Shoring up Trust between Shippers and Carriers in Maritime Container Shipping

Number of pages: 45 Posted: 27 Jun 2022
Jacob Feldman, Panos Kouvelis and Yunzhe Qiu
Washington University in St. Louis - John M. Olin Business School, Washington University in St. Louis and Peking University - Department of Information Management
Downloads 160 (315,469)

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Container shipping, overbooking, competive ratio

10.

Assortment Optimization under the Multinomial Logit Model with Utility-Based Rank Cutoffs

Number of pages: 51 Posted: 30 Jul 2022
Jacob Feldman, Laura Wagner, Huseyin Topaloglu and Yicheng Bai
Washington University in St. Louis - John M. Olin Business School, Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics, Cornell University - School of Operations Research and Information Engineering and Cornell University - School of Operations Research and Information Engineering
Downloads 156 (322,319)

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customer choice, MML, PTAS

11.

Approximation Schemes for the Joint Inventory Selection and Online Resource Allocation Problem

Number of pages: 53 Posted: 08 Nov 2021
Xingxing Chen, Jacob Feldman, Seung Hwan Jung and Panos Kouvelis
University of Richmond - Robins School of Business, Washington University in St. Louis - John M. Olin Business School, Yonsei University and Washington University in St. Louis
Downloads 148 (338,499)

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