Ningyuan Chen

According to our database, Ningyuan Chen authored at least 40 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dealership or Marketplace with Fulfillment Services: A Dynamic Comparison.

Guokai Li, Ningyuan Chen, Guillermo Gallego, Pin Gao, Steven Kou

Manuf. Serv. Oper. Manag., 2024

Adaptive Seamless Dose-Finding Trials.

Ningyuan Chen, Amin Khademi

Manuf. Serv. Oper. Manag., 2024

Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management.

Huiling Meng, Ningyuan Chen, Xuefeng Gao

CoRR, 2024

Contextual Optimization under Covariate Shift: A Robust Approach by Intersecting Wasserstein Balls.

Tianyu Wang, Ningyuan Chen, Chun Wang

CoRR, 2024

No Algorithmic Collusion in Two-Player Blindfolded Game with Thompson Sampling.

Ningyuan Chen, Xuefeng Gao, Yi Xiong

CoRR, 2024

2023

Model-Free Assortment Pricing with Transaction Data.

Ningyuan Chen, André Augusto Ciré, Ming Hu, Saman Lagzi

Manag. Sci., October, 2023

Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection.

Wenhao Li, Ningyuan Chen, L. Jeff Hong

J. Mach. Learn. Res., 2023

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?

Ningyuan Chen, Pin Gao, Steven Kou

Oper. Res., 2023

Influencing Factors of Executive Tenure Based on Cox Proportional Risk Regression Model.

Ningyuan Chen

Proceedings of the Digitalization and Management Innovation II, 2023

Allocating Divisible Resources on Arms with Unknown and Random Rewards.

Wenhao Li, Ningyuan Chen

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

A Primal-Dual Learning Algorithm for Personalized Dynamic Pricing with an Inventory Constraint.

Ningyuan Chen, Guillermo Gallego

Math. Oper. Res., November, 2022

Impact of Network Structure on New Service Pricing.

Saed Alizamir, Ningyuan Chen, Sang-Hyun Kim, Vahideh H. Manshadi

Math. Oper. Res., 2022

Algorithmic Decision-Making Safeguarded by Human Knowledge.

Ningyuan Chen, Ming Hu, Wenhao Li

CoRR, 2022

Learning Consumer Preferences from Bundle Sales Data.

Ningyuan Chen, Setareh Farajollahzadeh, Guan Wang

CoRR, 2022

Bridging Adversarial and Nonstationary Multi-armed Bandit.

Ningyuan Chen, Shuoguang Yang

CoRR, 2022

Enterprises Build Sustainable Innovation Loop: Take ByteDance Launching Lark as an Example.

Ningyuan Chen

Proceedings of the Digitalization and Management Innovation, 2022

Debiasing Samples from Online Learning Using Bootstrap.

Ningyuan Chen, Xuefeng Gao, Yi Xiong

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Reviews and Self-Selection Bias with Operational Implications.

Ningyuan Chen, Anran Li, Kalyan T. Talluri

Manag. Sci., 2021

Loot Box Pricing and Design.

Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei

Manag. Sci., 2021

Assortment Optimization and Pricing Under the Multinomial Logit Model with Impatient Customers: Sequential Recommendation and Selection.

Pin Gao, Yuhang Ma, Ningyuan Chen, Guillermo Gallego, Anran Li, Paat Rusmevichientong, Huseyin Topaloglu

Oper. Res., 2021

Nonparametric Pricing Analytics with Customer Covariates.

Ningyuan Chen, Guillermo Gallego

Oper. Res., 2021

Duopoly Competition with Network Effects in Discrete Choice Models.

Ningyuan Chen, Ying-Ju Chen

Oper. Res., 2021

Sublinear Regret for Learning POMDPs.

Yi Xiong, Ningyuan Chen, Xuefeng Gao, Xiang Zhou

CoRR, 2021

Distributionally Robust Prescriptive Analytics with Wasserstein Distance.

Tianyu Wang, Ningyuan Chen, Chun Wang

CoRR, 2021

Theory and software for boosted nonparametric hazard estimation.

Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao

Proceedings of AAAI Symposium on Survival Prediction, 2021

Revenue Maximization and Learning in Products Ranking.

Ningyuan Chen, Anran Li, Shuoguang Yang

Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

Regime Switching Bandits.

Xiang Zhou, Yi Xiong, Ningyuan Chen, Xuefeng Gao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-armed Bandit Requiring Monotone Arm Sequences.

Ningyuan Chen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Does Loss Aversion Preclude Price Variation?

Ningyuan Chen, Javad Nasiry

Manuf. Serv. Oper. Manag., 2020

Learning and Optimization with Seasonal Patterns.

Ningyuan Chen, Chun Wang, Longlin Wang

CoRR, 2020

2019

Welfare Analysis of Dynamic Pricing.

Ningyuan Chen, Guillermo Gallego

Manag. Sci., 2019

The Use of Binary Choice Forests to Model and Estimate Discrete Choice Models.

Ningyuan Chen, Guillermo Gallego, Zhuodong Tang

CoRR, 2019

A Dimension-free Algorithm for Contextual Continuum-armed Bandits.

Wenhao Li, Ningyuan Chen, L. Jeff Hong

CoRR, 2019

Developing a Vehicle Networking Platform Based on Blockchain Technology.

Siu-Yeung Cho, Ningyuan Chen, Xiuping Hua

Proceedings of the Blockchain - ICBC 2019, 2019

2018

A Partitioning Algorithm for Markov Decision Processes with Applications to Market Microstructure.

Ningyuan Chen, Steven Kou, Chun Wang

Manag. Sci., 2018

Nonparametric Learning and Optimization with Covariates.

Ningyuan Chen, Guillermo Gallego

CoRR, 2018

2017

Generalized PageRank on directed configuration networks.

Ningyuan Chen, Nelly Litvak, Mariana Olvera-Cravioto

Random Struct. Algorithms, 2017

2015

Ranking Algorithms on Directed Configuration Networks.

Ningyuan Chen

PhD thesis, 2015

Efficient simulation for branching linear recursions.

Ningyuan Chen, Mariana Olvera-Cravioto

Proceedings of the 2015 Winter Simulation Conference, 2015

2014

PageRank in Scale-Free Random Graphs.

Ningyuan Chen, Nelly Litvak, Mariana Olvera-Cravioto

Proceedings of the Algorithms and Models for the Web Graph - 11th International Workshop, 2014