-
2023
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk
NeurIPS 2023 Spotlight (top 3%) -
2023
Assortment Planning for Recommendations at Checkout under Inventory Constraints
Mathematics of Operations Research -
2021
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability
Mathematics of Operations Research -
2021
Meta Dynamic Pricing: Transfer Learning Across Experiments
Management Science—Special Issue on Data-Driven Prescriptive Analytics -
2021
Reaping the Benefits of Bundling under High Production Costs
To appear in Proceedings of the 24nd International Conference on Artificial Intelligence and Statistics, AISTATS. -
2020
Dynamic Inventory Allocation with Demand Learning for Seasonal Goods
Production and Operations Management, Special Issue to Honor Professor Hau Lee, Editor Christopher S. Tang -
2020
Hedging the Drift: Learning to Optimize under Non-Stationarity
Management Science—Special Issue on Data-Driven Prescriptive Analytics -
2016
Analytics for an Online Retailer: Demand Forecasting and Price Optimization
Manufacturing and Service Operations Management18(1) -
2017
Dynamic Pricing and Demand Learning with Limited Price Experimentation
Operations Research66(6) -
2019
Sampling-based Approximation Schemes for Capacitated Stochastic Inventory Control Models
Mathematics of Operations Research
