Will Ma

Massachusetts Institute of Technology (MIT)

77 Massachusetts Avenue

50 Memorial Drive

Cambridge, MA 02139-4307

United States

SCHOLARLY PAPERS

8

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2,305

CITATIONS
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Top 31,520

in Total Papers Citations

12

Scholarly Papers (8)

1.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Number of pages: 29 Posted: 17 Oct 2016 Last Revised: 20 Aug 2018
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and University of Chicago - Booth School of Business
Downloads 749 (32,153)
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
Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 692 (35,803)
Citation 1

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
Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 381 (76,014)

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
Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 247 (122,180)
Citation 3

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: 69 Posted: 27 Apr 2018
Massachusetts Institute of Technology (MIT), Operations Research Center, Students, Massachusetts Institute of Technology (MIT), Singapore University of Technology and Design (SUTD), Massachusetts Institute of Technology (MIT) - School of Engineering and Nanyang Technological University
Downloads 127 (220,612)

Abstract:

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Robust Optimization, Discrete Optimization, Optimal Transport

6.

Dynamic Pricing under a Static Calendar

Number of pages: 58 Posted: 26 Oct 2018 Last Revised: 18 Jul 2019
Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 80 (301,373)

Abstract:

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revenue management, dynamic pricing, dynamic assortment, adaptivity

7.

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), Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 29 (466,369)
Citation 1

Abstract:

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8.

A Competitive Analysis of Online Knapsack Problems with Unit Density

Number of pages: 24
Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 0

Abstract:

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Online knapsack, competitive ratio, online approximation algorithms