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:

Income Pools for Superstar Markets

Learning and optimization with seasonal patterns

Model-free assortment pricing with transaction data

Component pricing with a bundle size discount

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?

Assortment optimization for the multinomial logit model with repeated customer interactions

Allocating Divisible Resources on Arms with Unknown and Random Rewards

Data Privacy in Pricing: Estimation Bias and Implications

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

Google Scholar

Ningyuan Chen Skills & Research Interests

Revenue Management

Online Learning

Operations Management

Business Analytics

Top articles of Ningyuan Chen

Income Pools for Superstar Markets

Available at SSRN 4592684

2023/10/4

Learning and optimization with seasonal patterns

Operations Research

2023/10/4

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Chun Wang
Chun Wang

H-Index: 10

Model-free assortment pricing with transaction data

Management Science

2023

Component pricing with a bundle size discount

Available at SSRN 4032247

2023/9/27

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?

Operations Research

2023/9

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Pin Gao
Pin Gao

H-Index: 3

Assortment optimization for the multinomial logit model with repeated customer interactions

Available at SSRN 4526247

2023/7/31

Allocating Divisible Resources on Arms with Unknown and Random Rewards

2023/7/12

Wenhao Li
Wenhao Li

H-Index: 1

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Data Privacy in Pricing: Estimation Bias and Implications

Available at SSRN

2023/6/22

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

2023/6

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Ming Hu
Ming Hu

H-Index: 30

Optimal Dynamic Clearing for Interbank Payments

Management Science

2023/12/8

Opher Baron
Opher Baron

H-Index: 17

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Dimension reduction in contextual online learning via nonparametric variable selection

Journal of Machine Learning Research

2023

Wenhao Li
Wenhao Li

H-Index: 1

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Privacy-preserving personalized recommender systems

Available at SSRN 4202576

2022/8/27

Impact of network structure on new service pricing

Mathematics of Operations Research

2022/8

Debiasing samples from online learning using bootstrap

2022/5/3

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Yi Xiong
Yi Xiong

H-Index: 3

Dynamic Pricing with Money‐Back Guarantees

Production and Operations Management

2022/3

Yan Liu
Yan Liu

H-Index: 1

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Bridging adversarial and nonstationary multi-armed bandit

arXiv preprint arXiv:2201.01628

2022/1/5

Ningyuan Chen
Ningyuan Chen

H-Index: 8

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

Optimization Online

2022

Algorithmic decision-making safeguarded by human knowledge

arXiv preprint arXiv:2211.11028

2022/11/20

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

Mathematics of Operations Research

2022/11

Ningyuan Chen
Ningyuan Chen

H-Index: 8

Guillermo Gallego
Guillermo Gallego

H-Index: 26

Using neural networks to guide data-driven operational decisions

Available at SSRN 4217092

2022/9/12

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

Co-Authors

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