Xiaowei Zhang
Xiaowei Zhang
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Sample and Computationally Efficient Stochastic Kriging in High Dimensions
Publications
Smooth Nested Simulation: Bridging Cubic and Square Root Convergence Rates in High Dimensions
Regret Optimality of GP-UCB
Learning to Simulate: Generative Metamodeling via Quantile Regression
Staffing under Taylor's Law: A Unifying Framework for Bridging Square-root and Linear Safety Rules
Dynamic Selection in Algorithmic Decision-making
How Does Risk Hedging Impact Operations? Insights from a Price-Setting Newsvendor Model
Causal Reinforcement Learning: An Instrumental Variable Approach
Knowledge Gradient for Selection with Covariates: Consistency and Computation
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