Selected Publications
Found 6 results
Filters: Keyword is a. Statistical Learning in Operations and Author is Cheung, W. C. [Clear All Filters]
Sampling-based Approximation Schemes for Capacitated Stochastic Inventory Control Models. Mathematics of Operations Research.
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2019. Dynamic Pricing and Demand Learning with Limited Price Experimentation. Operations Research. 65(6)
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2017. Learning to Optimize under Non-Stationarity. AISTATS 2019.
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2019. Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. ICML 2020.
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2020. Hedging the Drift: Learning to Optimize under Non-Stationarity. Management Science—Special Issue on Data-Driven Prescriptive Analytics.
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2020. Inventory Balancing with Online Learning. Management Science.
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2021.