Selected Publications

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