a. Statistical Learning in Operations
Hedging the Drift: Learning to Optimize under Non-Stationarity. Management Science—Special Issue on Data-Driven Prescriptive Analytics.. 2020.
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. ICML 2020.. 2020.
Learning to Optimize under Non-Stationarity. AISTATS 2019.. 2019.
Calibrating Sales Forecast in a Pandemic Using Competitive Online Non-Parametric Regression. Management Science.. 2022.
Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism. Management Science.. 2023.