Paat Rusmevichientong

University of Southern California - Marshall School of Business

701 Exposition Blvd

Los Angeles, CA California 90089

United States

  • University of Southern California - Marshall School of Business

SCHOLARLY PAPERS

18

DOWNLOADS
Rank 16,271

SSRN RANKINGS

Top 16,271

in Total Papers Downloads

6,580

TOTAL CITATIONS
Rank 9,824

SSRN RANKINGS

Top 9,824

in Total Papers Citations

113

Scholarly Papers (18)

Actions:
Email selected abstracts
1.

Real-Time Optimization of Personalized Assortments

Management Science, 60(6):1532-1551, 2014
Number of pages: 49 Posted: 20 Sep 2012 Last Revised: 28 Sep 2021
Negin Golrezaei, Hamid Nazerzadeh and Paat Rusmevichientong
University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business and University of Southern California - Marshall School of Business
Downloads 1,039 (47,238)
Citation 23

Abstract:

Loading...

personalization, assortment optimization, choice models, online algorithms

2.

Embracing AI in Business Education: A Case Study of USC Marshall School of Business

USC Marshall School of Business Research Paper Sponsored by iORB, (forthcoming)
Number of pages: 112 Posted: 16 Oct 2024
Jacob Bien, Miriam Burgos, Peter Cardon, Peter Carnevale, Feng Chen, Yijia Guo, Vishal Gupta, Todd Henneman, Matthew Hill, Gordon Ho, Gerard Hoberg, Nan Jia, Lanore Larson, Stephen Lind, Gourab Mukherjee, Daniel E. O'Leary, Marion Philadelphia, Joseph Raffiee, Ramandeep S. Randhawa, Keith Robinson, Paat Rusmevichientong, Meg Simons, Hovig Tchalian, Florenta Teodoridis, Jennifer Walske and Janna Wong
University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Department of Management and Organization, Marshall School of Business - University of Southern California, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business - Finance and Business Economics Department, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, Marshall School of Business - University of Southern California, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business, University of Southern California - Marshall School of Business and University of Southern California - Marshall School of Business
Downloads 953 (53,334)
Citation 1

Abstract:

Loading...

GenAI, LLM, Education, Business, Business Schools

3.

Fluid Approximations for Revenue Management under High-Variance Demand

Number of pages: 26 Posted: 23 Jun 2022 Last Revised: 04 Jan 2023
Yicheng Bai, Omar El Housni, Billy Jin, Paat Rusmevichientong, Huseyin Topaloglu and David Williamson
Cornell University - School of Operations Research and Information Engineering, Cornell University - School of Operations Research and Information Engineering, Cornell University, University of Southern California - Marshall School of Business, Cornell University - School of Operations Research and Information Engineering and Cornell University - School of Operations Research and Information Engineering
Downloads 578 (103,026)
Citation 7

Abstract:

Loading...

Revenue Management, Fluid Approximations, High-Variance, Dynamic Programming

4.

A Nonparametric Joint Assortment and Price Choice Model

Number of pages: 64 Posted: 29 Jun 2013 Last Revised: 20 Nov 2015
Srikanth Jagabathula and Paat Rusmevichientong
New York University (NYU) - Department of Information, Operations, and Management Sciences and University of Southern California - Marshall School of Business
Downloads 491 (126,051)
Citation 39

Abstract:

Loading...

consideration set, choice model, revenue prediction, two-stage models, nonparametric pricing

5.

Optimizing Offline Product Design and Online Assortment Policy: Measuring the Relative Impact of Each Decision

Number of pages: 109 Posted: 29 Apr 2022 Last Revised: 17 Jun 2024
Mengxin (Selene) Wang, Heng Zhang, Paat Rusmevichientong and Zuo-Jun Max Shen
University of Texas at Dallas - Naveen Jindal School of Management, Supply Chain Management Department - W.P.Carey School of Business, University of Southern California - Marshall School of Business and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 476 (130,791)
Citation 2

Abstract:

Loading...

offline decision, online decision, product design, dynamic assortment optimization

6.

The Limit of Rationality in Choice Modeling: Formulation, Computation, and Implications

Number of pages: 76 Posted: 27 Oct 2016 Last Revised: 16 Feb 2018
Srikanth Jagabathula and Paat Rusmevichientong
New York University (NYU) - Department of Information, Operations, and Management Sciences and University of Southern California - Marshall School of Business
Downloads 476 (130,791)
Citation 11

Abstract:

Loading...

Limit of Rationality, Choice Modeling, Rank Aggregation

7.

Coordinated Inventory Stocking and Assortment Customization

Number of pages: 68 Posted: 11 Dec 2022 Last Revised: 18 Jan 2025
Yicheng Bai, Omar El Housni, Paat Rusmevichientong and Huseyin Topaloglu
Cornell University - School of Operations Research and Information Engineering, Cornell University - School of Operations Research and Information Engineering, University of Southern California - Marshall School of Business and Cornell University - School of Operations Research and Information Engineering
Downloads 399 (160,802)

Abstract:

Loading...

Assortment Optimization, Dynamic Personalization, Inventory stocking

8.

Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization

Number of pages: 96 Posted: 03 Jun 2021 Last Revised: 03 Aug 2022
Vishal Gupta, Michael Huang and Paat Rusmevichientong
Data Science and Operations, Marshall School of Business, University of Southern California - Data Sciences and Operations and University of Southern California - Marshall School of Business
Downloads 330 (198,289)
Citation 3

Abstract:

Loading...

Data-driven optimization. Small-data, large-scale regime. Cross-validation. Large-scale optimization.

9.

Small-Data, Large-Scale Linear Optimization with Uncertain Objectives

Number of pages: 92 Posted: 07 Nov 2017 Last Revised: 13 Jan 2021
Vishal Gupta and Paat Rusmevichientong
Data Science and Operations, Marshall School of Business and University of Southern California - Marshall School of Business
Downloads 305 (215,917)
Citation 2

Abstract:

Loading...

data-driven optimization, small-data large-scale regime, stein's unbiased risk estimation

10.

Decision-Aware Denoising

Number of pages: 67 Posted: 18 Feb 2024 Last Revised: 03 May 2024
Vishal Gupta, Michael Huang and Paat Rusmevichientong
Data Science and Operations, Marshall School of Business, University of Southern California - Data Sciences and Operations and University of Southern California - Marshall School of Business
Downloads 284 (232,845)

Abstract:

Loading...

Decision-aware learning, Small-data, large-scale regime, Predict-then-Optimize Framework

11.

Assortment and Price Optimization under an Endogenous Context-Dependent Multinomial Logit Model

Number of pages: 42 Posted: 09 Aug 2023
Yicheng Bai, Omar El Housni, Paat Rusmevichientong and Huseyin Topaloglu
Cornell University - School of Operations Research and Information Engineering, Cornell University - School of Operations Research and Information Engineering, University of Southern California - Marshall School of Business and Cornell University - School of Operations Research and Information Engineering
Downloads 215 (307,020)
Citation 1

Abstract:

Loading...

Assortment Optimization, Price Optimization, Context-dependent Multinomial Logit Model

12.

The Assortment Packing Problem: Multiperiod Assortment Planning for Short-Lived Products

Number of pages: 32 Posted: 12 Apr 2012
Felipe Caro, Victor Martinez-de-Albeniz and Paat Rusmevichientong
UCLA Anderson School of Management, IESE Business School - University of Navarra and University of Southern California - Marshall School of Business
Downloads 212 (311,111)
Citation 9

Abstract:

Loading...

13.

Revenue Management with Calendar-Aware and Dependent Demands: Asymptotically Tight Fluid Approximations

Number of pages: 43 Posted: 18 Aug 2023
Weiyuan Li, Paat Rusmevichientong and Huseyin Topaloglu
Cornell University - Operations Research and Industrial Engineering, University of Southern California - Marshall School of Business and Cornell University - School of Operations Research and Information Engineering
Downloads 192 (341,243)
Citation 1

Abstract:

Loading...

Revenue management, correlated demand, fluid approximation

14.

Estimating Large-Scale Tree Logit Models

NYU Stern School of Business
Number of pages: 87 Posted: 10 Jul 2019 Last Revised: 16 Dec 2022
Srikanth Jagabathula, Paat Rusmevichientong, Ashwin Venkataraman and Xinyi Zhao
New York University (NYU) - Department of Information, Operations, and Management Sciences, University of Southern California - Marshall School of Business, Jindal School of Management, UT Dallas and New York University (NYU) - Leonard N. Stern School of Business
Downloads 178 (365,548)
Citation 2

Abstract:

Loading...

tree logit, choice modeling, parameter estimation

15.

Pricing under the Generalized Extreme Value Models with Homogeneous Price Sensitivity Parameters

Number of pages: 37 Posted: 03 Mar 2017 Last Revised: 03 Sep 2017
Heng Zhang, Paat Rusmevichientong and Huseyin Topaloglu
Supply Chain Management Department - W.P.Carey School of Business, University of Southern California - Marshall School of Business and Cornell University - School of Operations Research and Information Engineering
Downloads 160 (401,486)
Citation 2

Abstract:

Loading...

Customer Choice Modeling, Generalized Extreme Value Models, Price Optimization

16.

Assortment Optimization under the Paired Combinatorial Logit Model

Number of pages: 95 Posted: 03 Aug 2017 Last Revised: 21 Oct 2018
Heng Zhang, Paat Rusmevichientong and Huseyin Topaloglu
Supply Chain Management Department - W.P.Carey School of Business, University of Southern California - Marshall School of Business and Cornell University - School of Operations Research and Information Engineering
Downloads 113 (529,927)
Citation 10

Abstract:

Loading...

Customer Choice Modeling, Pair Combinatorial Logit Model, Assortment Optimization

17.

History-Dependent Fluid Approximations and Performance Guarantees for Revenue Management with Markov-Modulated Demands

USC Marshall School of Business Research Paper Sponsored by iORB
Number of pages: 45 Posted: 22 Feb 2025
Weiyuan Li, Paat Rusmevichientong, Huseyin Topaloglu and Jingwei Zhang
Cornell University - Operations Research and Industrial Engineering, University of Southern California - Marshall School of Business, Cornell University - School of Operations Research and Information Engineering and The Chinese University of Hong Kong, Shenzhen
Downloads 94 (603,520)

Abstract:

Loading...

18.

A Unified Framework to Impose Market Share Constraints for Selected Product Classes: Randomized and Deterministic Assortments under the Multinomial Logit Model

Number of pages: 49 Posted: 11 Nov 2024
Wenchang Zhu, Paat Rusmevichientong and Huseyin Topaloglu
Cornell University - School of Operations Research and Information Engineering, University of Southern California - Marshall School of Business and Cornell University - School of Operations Research and Information Engineering
Downloads 85 (642,382)

Abstract:

Loading...

Multinomial logit model, Market share constraints, Fairness