Ningyuan Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 43

Top Topics

Dynamic Pricing

Multi Armed Bandits

Partitioning Algorithm

Revenue Management

Top Venues

Publications

Ningyuan Chen, Xuefeng Gao, Yi Xiong
No Algorithmic Collusion in Two-Player Blindfolded Game with Thompson Sampling. CoRR (2024)
Huiling Meng, Ningyuan Chen, Xuefeng Gao
Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management. CoRR (2024)
Tianyu Wang, Ningyuan Chen, Chun Wang
Contextual Optimization under Covariate Shift: A Robust Approach by Intersecting Wasserstein Balls. CoRR (2024)
Wenhao Li, Ningyuan Chen
Allocating Divisible Resources on Arms with Unknown and Random Rewards. COLT (2023)
Ningyuan Chen, Pin Gao, Steven Kou
Does the Prohibition of Trade-Through Hurt Liquidity Demanders? Oper. Res. 71 (5) (2023)
Ningyuan Chen, Wenhao Li
Allocating Divisible Resources on Arms with Unknown and Random Rewards. CoRR (2023)
Ningyuan Chen, André Augusto Ciré, Ming Hu, Saman Lagzi
Model-Free Assortment Pricing with Transaction Data. Manag. Sci. 69 (10) (2023)
Wenhao Li, Ningyuan Chen, L. Jeff Hong
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection. J. Mach. Learn. Res. 24 (2023)
Ningyuan Chen
Influencing Factors of Executive Tenure Based on Cox Proportional Risk Regression Model. DMI (2023)
Ningyuan Chen, Setareh Farajollahzadeh, Guan Wang
Learning Consumer Preferences from Bundle Sales Data. CoRR (2022)
Ningyuan Chen, Shuoguang Yang
Bridging Adversarial and Nonstationary Multi-armed Bandit. CoRR (2022)
Ningyuan Chen, Ming Hu, Wenhao Li
Algorithmic Decision-Making Safeguarded by Human Knowledge. CoRR (2022)
Ningyuan Chen
Enterprises Build Sustainable Innovation Loop: Take ByteDance Launching Lark as an Example. DMI (2022)
Ningyuan Chen, Guillermo Gallego
A Primal-Dual Learning Algorithm for Personalized Dynamic Pricing with an Inventory Constraint. Math. Oper. Res. 47 (4) (2022)
Ningyuan Chen, Xuefeng Gao, Yi Xiong
Debiasing Samples from Online Learning Using Bootstrap. AISTATS (2022)
Saed Alizamir, Ningyuan Chen, Sang-Hyun Kim, Vahideh H. Manshadi
Impact of Network Structure on New Service Pricing. Math. Oper. Res. 47 (3) (2022)
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
Theory and software for boosted nonparametric hazard estimation. SPACA (2021)
Ningyuan Chen, Ying-Ju Chen
Duopoly Competition with Network Effects in Discrete Choice Models. Oper. Res. 69 (2) (2021)
Xiang Zhou, Yi Xiong, Ningyuan Chen, Xuefeng Gao
Regime Switching Bandits. NeurIPS (2021)
Ningyuan Chen
Multi-armed Bandit Requiring Monotone Arm Sequences. CoRR (2021)
Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei
Loot Box Pricing and Design. Manag. Sci. 67 (8) (2021)
Pin Gao, Yuhang Ma, Ningyuan Chen, Guillermo Gallego, Anran Li, Paat Rusmevichientong, Huseyin Topaloglu
Assortment Optimization and Pricing Under the Multinomial Logit Model with Impatient Customers: Sequential Recommendation and Selection. Oper. Res. 69 (5) (2021)
Ningyuan Chen, Anran Li, Shuoguang Yang
Revenue Maximization and Learning in Products Ranking. EC (2021)
Ningyuan Chen, Guillermo Gallego
Nonparametric Pricing Analytics with Customer Covariates. Oper. Res. 69 (3) (2021)
Tianyu Wang, Ningyuan Chen, Chun Wang
Distributionally Robust Prescriptive Analytics with Wasserstein Distance. CoRR (2021)
Ningyuan Chen
Multi-armed Bandit Requiring Monotone Arm Sequences. NeurIPS (2021)
Ningyuan Chen, Xuefeng Gao, Yi Xiong
Debiasing Samples from Online Learning Using Bootstrap. CoRR (2021)
Ningyuan Chen, Anran Li, Kalyan T. Talluri
Reviews and Self-Selection Bias with Operational Implications. Manag. Sci. 67 (12) (2021)
Yi Xiong, Ningyuan Chen, Xuefeng Gao, Xiang Zhou
Sublinear Regret for Learning POMDPs. CoRR (2021)
Xiang Zhou, Ningyuan Chen, Xuefeng Gao, Yi Xiong
Regime Switching Bandits. CoRR (2020)
Wenhao Li, Ningyuan Chen, L. Jeff Hong
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection. CoRR (2020)
Ningyuan Chen, Adam N. Elmachtoub, Michael L. Hamilton, Xiao Lei
Loot Box Pricing and Design. EC (2020)
Ningyuan Chen, Javad Nasiry
Does Loss Aversion Preclude Price Variation? Manuf. Serv. Oper. Manag. 22 (2) (2020)
Ningyuan Chen, Chun Wang, Longlin Wang
Learning and Optimization with Seasonal Patterns. CoRR (2020)
Ningyuan Chen, Anran Li, Shuoguang Yang
Revenue Maximization and Learning in Products Ranking. CoRR (2020)
Ningyuan Chen, Guillermo Gallego
Welfare Analysis of Dynamic Pricing. Manag. Sci. 65 (1) (2019)
Wenhao Li, Ningyuan Chen, L. Jeff Hong
A Dimension-free Algorithm for Contextual Continuum-armed Bandits. CoRR (2019)
Ningyuan Chen, Guillermo Gallego, Zhuodong Tang
The Use of Binary Choice Forests to Model and Estimate Discrete Choice Models. CoRR (2019)
Siu-Yeung Cho, Ningyuan Chen, Xiuping Hua
Developing a Vehicle Networking Platform Based on Blockchain Technology. ICBC (2019)
Ningyuan Chen, Guillermo Gallego
Nonparametric Learning and Optimization with Covariates. CoRR (2018)
Ningyuan Chen, Steven Kou, Chun Wang
A Partitioning Algorithm for Markov Decision Processes with Applications to Market Microstructure. Manag. Sci. 64 (2) (2018)
Ningyuan Chen, Guillermo Gallego
A Primal-dual Learning Algorithm for Personalized Dynamic Pricing with an Inventory Constraint. CoRR (2018)
Ningyuan Chen, Nelly Litvak, Mariana Olvera-Cravioto
Generalized PageRank on directed configuration networks. Random Struct. Algorithms 51 (2) (2017)
Ningyuan Chen, Mariana Olvera-Cravioto
Efficient simulation for branching linear recursions. WSC (2015)
Ningyuan Chen, Nelly Litvak, Mariana Olvera-Cravioto
PageRank in Scale-Free Random Graphs. WAW (2014)