Publications

Weiwei Fan, L. Jeff Hong, Xiaowei Zhang (2020). Distributionally Robust Selection of the Best. Management Science 66(1):190–208.
Preprint DOI
Haojun Huo, Xiaowei Zhang, Zeyu Zheng (2018). A Scalable Approach to Enhancing Stochastic Kriging with Gradients. Proceedings of the 2018 Winter Simulation Conference, 2213–2224.
DOI
Xiaocheng Li, Xiaowei Zhang, Zeyu Zheng (2018). Data-Driven Ranking and Selection: High-dimensional Covariates and General Dependence. Proceedings of the 2018 Winter Simulation Conference, 1933–1944.
DOI
Xiaowei Zhang, Peter W. Glynn (2018). Affine Jump-Diffusions: Stochastic Stability and Limit Theorems.
Preprint
Haihui Shen, L. Jeff Hong, Xiaowei Zhang (2018). Enhancing Stochastic Kriging for Queueing Simulation with Stylized Models. IISE Transactions 50(11):943–958.
DOI
Liang Ding, Xiaowei Zhang (2018). Scalable Stochastic Kriging with Markovian Covariances.
Preprint
Lu Zou, Xiaowei Zhang (2018). Stochastic Kriging for Inadequate Simulation Models.
Preprint
Haihui Shen, L. Jeff Hong, Xiaowei Zhang (2017). Ranking and Selection with Covariates. Proceedings of the 2017 Winter Simulation Conference, 2137–2148.
DOI
Xiaowei Zhang, Liang Ding (2016). Sequential Sampling for Bayesian Robust Ranking and Selection. Proceedings of the 2016 Winter Simulation Conference, 758–769.
DOI
Xiaowei Zhang, Lu Zou (2016). Simulation Metamodeling in the Presence of Model Inadequacy. Proceedings of the 2016 Winter Simulation Conference, 566–577.
DOI