Ningyuan Chen

Ningyuan Chen

University of Toronto

H-index: 16

North America-Canada

About Ningyuan Chen

Ningyuan Chen, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Revenue Management, Online Learning, Operations Management, Business Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Assortment optimization for the multinomial logit model with repeated customer interactions

Income Pools for Superstar Markets

Allocating Divisible Resources on Arms with Unknown and Random Rewards

Learning and optimization with seasonal patterns

Data Privacy in Pricing: Estimation Bias and Implications

Model-free assortment pricing with transaction data

Frontiers in Service Science: Data-Driven Revenue Management: The Interplay of Data, Model, and Decisions

Component pricing with a bundle size discount

Ningyuan Chen Information

University

Position

Department of Management UTM & Rotman School of Management

Citations(all)

793

Citations(since 2020)

681

Cited By

287

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

23

i10Index(since 2020)

22

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Ningyuan Chen Skills & Research Interests

Revenue Management

Online Learning

Operations Management

Business Analytics

Top articles of Ningyuan Chen

Title

Journal

Author(s)

Publication Date

Assortment optimization for the multinomial logit model with repeated customer interactions

Available at SSRN 4526247

Ningyuan Chen

Pin Gao

Chenhao Wang

Yao Wang

2023/7/31

Income Pools for Superstar Markets

Available at SSRN 4592684

Timothy Chan

Ningyuan Chen

Craig Fernandes

2023/10/4

Allocating Divisible Resources on Arms with Unknown and Random Rewards

Wenhao Li

Ningyuan Chen

2023/7/12

Learning and optimization with seasonal patterns

Operations Research

Ningyuan Chen

Chun Wang

Longlin Wang

2023/10/4

Data Privacy in Pricing: Estimation Bias and Implications

Available at SSRN

Ningyuan Chen

Ming Hu

Jialin Li

Sheng Liu

2023/6/22

Model-free assortment pricing with transaction data

Management Science

Ningyuan Chen

Andre Cire

Ming Hu

Saman Lagzi

2023

Frontiers in Service Science: Data-Driven Revenue Management: The Interplay of Data, Model, and Decisions

Ningyuan Chen

Ming Hu

2023/6

Component pricing with a bundle size discount

Available at SSRN 4032247

Ningyuan Chen

Xiaobo Li

Zechao Li

Chun Wang

2023/9/27

Optimal Dynamic Clearing for Interbank Payments

Management Science

Shuzhen Chen

Opher Baron

Ningyuan Chen

2023/12/8

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?

Operations Research

Ningyuan Chen

Pin Gao

Steven Kou

2023/9

Dimension reduction in contextual online learning via nonparametric variable selection

Journal of Machine Learning Research

Wenhao Li

Ningyuan Chen

L Jeff Hong

2023

Decision-making with side information: A causal transport robust approach

Optimization Online

Jincheng Yang

Luhao Zhang

Ningyuan Chen

Rui Gao

Ming Hu

2022

Algorithmic decision-making safeguarded by human knowledge

arXiv preprint arXiv:2211.11028

Ningyuan Chen

Ming Hu

Wenhao Li

2022/11/20

Privacy-preserving personalized recommender systems

Available at SSRN 4202576

Xingyu Fu

Ningyuan Chen

Pin Gao

Yang Li

2022/8/27

Impact of network structure on new service pricing

Mathematics of Operations Research

Saed Alizamir

Ningyuan Chen

Sang-Hyun Kim

Vahideh Manshadi

2022/8

A primal–dual learning algorithm for personalized dynamic pricing with an inventory constraint

Mathematics of Operations Research

Ningyuan Chen

Guillermo Gallego

2022/11

Debiasing samples from online learning using bootstrap

Ningyuan Chen

Xuefeng Gao

Yi Xiong

2022/5/3

Using neural networks to guide data-driven operational decisions

Available at SSRN 4217092

Ningyuan Chen

Saman Lagzi

Joseph Milner

2022/9/12

Dynamic Pricing with Money‐Back Guarantees

Production and Operations Management

Yan Liu

Ningyuan Chen

2022/3

Learning consumer preferences from bundle sales data

arXiv preprint arXiv:2209.04942

Ningyuan Chen

Setareh Farajollahzadeh

Guan Wang

2022/9/11

See List of Professors in Ningyuan Chen University(University of Toronto)

Co-Authors

H-index: 44
Huseyin Topaloglu

Huseyin Topaloglu

Cornell University

H-index: 34
Paat Rusmevichientong

Paat Rusmevichientong

University of Southern California

H-index: 32
Steven Kou

Steven Kou

Boston University

H-index: 31
ming hu

ming hu

University of Toronto

H-index: 29
Nelly Litvak

Nelly Litvak

Universiteit Twente

H-index: 18
Adam N. Elmachtoub

Adam N. Elmachtoub

Columbia University in the City of New York

academic-engine