Will Ma

Graduate School of Business

3022 Broadway

New York, NY 10027

United States

http://www.columbia.edu/~wm2428/

SCHOLARLY PAPERS

10

DOWNLOADS
Rank 18,339

SSRN RANKINGS

Top 18,339

in Total Papers Downloads

2,855

SSRN CITATIONS
Rank 35,929

SSRN RANKINGS

Top 35,929

in Total Papers Citations

6

CROSSREF CITATIONS

13

Scholarly Papers (10)

1.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Number of pages: 41 Posted: 17 Oct 2016 Last Revised: 01 Oct 2019
New York University (NYU) - Leonard N. Stern School of Business, Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and University of Chicago - Booth School of Business
Downloads 839 (30,627)
Citation 7

Abstract:

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revenue management, personalized recommendation, assortment planning, online algorithms, competitive ratio, protection level

2.

Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-dependent Competitive Ratios

Number of pages: 54 Posted: 20 Jun 2017 Last Revised: 17 Feb 2019
Will Ma and David Simchi-Levi
Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 786 (33,470)
Citation 2

Abstract:

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Online Algorithms, Competitive Ratio, Revenue Management, Online Matching, Adwords, Booking Limits

3.

Constructing Valuation Distributions from a Single Sales Observation

Number of pages: 55 Posted: 27 Mar 2016 Last Revised: 12 Mar 2019
Will Ma and David Simchi-Levi
Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 399 (79,697)

Abstract:

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bundling, valuation learning, revenue management

4.

Reaping the Benefits of Bundling under High Production Costs

Number of pages: 40 Posted: 08 Dec 2015 Last Revised: 10 Sep 2016
Will Ma and David Simchi-Levi
Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 254 (130,979)
Citation 8

Abstract:

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revenue management, monopolist pricing, bundling, marketing, Bayesian mechanism design

5.

Distributionally Robust Linear and Discrete Optimization with Marginals

Number of pages: 65 Posted: 27 Apr 2018 Last Revised: 14 Sep 2019
Massachusetts Institute of Technology (MIT), Operations Research Center, Students, Graduate School of Business, Singapore University of Technology and Design (SUTD), Massachusetts Institute of Technology (MIT) - School of Engineering and Nanyang Technological University
Downloads 191 (171,934)
Citation 3

Abstract:

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Robust Optimization, Discrete Optimization, Optimal Transport

6.

Dynamic Pricing (and Assortment) under a Static Calendar

Number of pages: 71 Posted: 26 Oct 2018 Last Revised: 06 Apr 2020
Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 156 (205,045)

Abstract:

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revenue management, dynamic pricing, dynamic assortment, adaptivity

7.

Multi-Stage and Multi-Customer Assortment Optimization With Inventory Constraints

Number of pages: 55 Posted: 30 Aug 2019
Massachusetts Institute of Technology (MIT), Graduate School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 87 (313,438)

Abstract:

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Assortment Optimization, Online Matching, Online Marketplaces, Online Advertising

8.

Bifurcating Constraints to Improve Approximation Ratios for Network Revenue Management with Reusable Resources

Number of pages: 32 Posted: 15 Dec 2019
Jackie Baek and Will Ma
Massachusetts Institute of Technology (MIT), Operations Research Center, Students and Graduate School of Business
Downloads 68 (361,308)

Abstract:

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Revenue Management, Reusable Resources, Approximation Algorithms, Assortment Optimization

9.

The Competitive Ratio of Threshold Policies for Online Unit-density Knapsack Problems

Number of pages: 37 Posted: 22 Jul 2019 Last Revised: 05 Nov 2019
Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 38 (466,536)

Abstract:

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online knapsack, competitive ratio, online approximation algorithms

10.

Inventory Balancing with Online Learning

Number of pages: 32 Posted: 02 Sep 2018
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 37 (470,911)
Citation 2

Abstract:

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