Ningyuan Chen
28 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-3948-1011
University of Toronto
Publications
- Income Pools for Superstar Markets — Management Science 2026
- Privacy-Preserving Personalized Recommender Systems — Manufacturing & Service Operations Management 2026
- Decision Making with Side Information: A Causal Transport Robust Approach — Operations Research 2026
- Revenue Maximization and Learning in Product Ranking — Operations Research 2026
- Deep Reinforcement Learning for Online Assortment Customization: A Data-Driven Approach — Production and Operations Management 2026
- Bridging Adversarial and Nonstationary Multi-Armed Bandit — Production and Operations Management 2025
- Optimal Dynamic Clearing for Interbank Payments — Management Science 2025
- Learning and Optimization with Seasonal Patterns — Operations Research 2025
- Adaptive Seamless Dose-Finding Trials — Manufacturing & Service Operations Management 2024
- Dealership or Marketplace with Fulfillment Services: A Dynamic Comparison — Manufacturing & Service Operations Management 2024
- Does the Prohibition of Trade-Through Hurt Liquidity Demanders? — Operations Research 2023
- Model-Free Assortment Pricing with Transaction Data — Management Science 2023
- Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
- Sublinear regret for learning POMDPs — Production and Operations Management 2022
- Dynamic Pricing with Money-Back Guarantees — Production and Operations Management 2022
- Reviews and Self-Selection Bias with Operational Implications — Management Science 2021
- Boosted nonparametric hazards with time-dependent covariates — The Annals of Statistics 2021 (name-matched, not ORCID-linked)
- Duopoly Competition with Network Effects in Discrete Choice Models — Operations Research 2021
- Assortment Optimization and Pricing Under the Multinomial Logit Model with Impatient Customers: Sequential Recommendation and Selection — Operations Research 2021
- Nonparametric Pricing Analytics with Customer Covariates — Operations Research 2021
- Loot Box Pricing and Design — Management Science 2021
- Does Loss Aversion Preclude Price Variation? — Manufacturing & Service Operations Management 2020
- Welfare Analysis of Dynamic Pricing — Management Science 2019
- Super-resolution estimation of cyclic arrival rates — The Annals of Statistics 2019
- A Partitioning Algorithm for Markov Decision Processes with Applications to Market Microstructure — Management Science 2018
- Using Neural Networks to Guide Data-Driven Operational Decisions — Management Science
- Assortment Optimization for the Multinomial Logit Model with Repeated Customer Interactions — Management Science
- Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management — Operations Research