| On projection robust optimal transport: Sample complexity and model misspecification T Lin, Z Zheng, E Chen, M Cuturi, MI Jordan International Conference on Artificial Intelligence and Statistics, 262-270, 2021 | 66 | 2021 |
| Gradient-free methods for deterministic and stochastic nonsmooth nonconvex optimization T Lin, Z Zheng, M Jordan Advances in Neural Information Processing Systems 35, 26160-26175, 2022 | 47 | 2022 |
| Fitting continuous piecewise linear poisson intensities via maximum likelihood and least squares Z Zheng, PW Glynn 2017 Winter Simulation Conference (WSC), 1740-1749, 2017 | 29 | 2017 |
| Dynamic pricing with external information and inventory constraint X Li, Z Zheng Management Science, 2023 | 22 | 2023 |
| Designing mechanically tough graphene oxide materials using deep reinforcement learning B Zheng, Z Zheng, GX Gu npj Computational Materials 8 (1), 225, 2022 | 19 | 2022 |
| Demand prediction, predictive shipping, and product allocation for large-scale e-commerce X Li, Y Zheng, Z Zhou, Z Zheng Predictive Shipping, and Product Allocation for Large-Scale E-Commerce …, 2019 | 18 | 2019 |
| Continuous Conditional Generative Adversarial Networks (cGAN) with Generator Regularization Y Zheng, Y Zhang, Z Zheng arXiv preprint arXiv:2103.14884, 2021 | 17 | 2021 |
| Gradient-based algorithms for convex discrete optimization via simulation H Zhang, Z Zheng, J Lavaei Operations research 71 (5), 1815-1834, 2023 | 14 | 2023 |
| Joint resource allocation for input data collection and simulation J Xu, Z Zheng, PW Glynn 2020 Winter Simulation Conference (WSC), 2126-2137, 2020 | 14 | 2020 |
| Data-driven ranking and selection: High-dimensional covariates and general dependence X Li, X Zhang, Z Zheng 2018 Winter Simulation Conference (WSC), 1933-1944, 2018 | 14 | 2018 |
| Dynamic planning and learning under recovering rewards D Simchi-Levi, Z Zheng, F Zhu International Conference on Machine Learning, 9702-9711, 2021 | 13 | 2021 |
| Non-stationary a/b tests Y Wu, Z Zheng, G Zhang, Z Zhang, C Wang Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 12 | 2022 |
| Explainable modeling in digital twin L Wang, T Deng, Z Zheng, ZJM Shen 2021 Winter Simulation Conference (WSC), 1-12, 2021 | 12 | 2021 |
| When demands evolve larger and noisier: Learning and earning in a growing environment F Zhu, Z Zheng International conference on machine learning, 11629-11638, 2020 | 12 | 2020 |
| Conflicted immediacy provision Y An, Z Zheng Management Science, 2017 | 12 | 2017 |
| Machine learning with routine electronic medical record data to identify people at high risk of disengagement from HIV care in Tanzania CA Fahey, L Wei, PF Njau, S Shabani, S Kwilasa, W Maokola, L Packel, ... PLOS Global Public Health 2 (9), e0000720, 2022 | 11 | 2022 |
| Measuring policy performance in online pricing with offline data Y Wang, Z Zheng Available at SSRN 3729003, 2021 | 9 | 2021 |
| A CLT for infinitely stratified estimators, with applications to debiased MLMC Z Zheng, PW Glynn ESAIM: Proceedings and Surveys 59, 104-114, 2017 | 9 | 2017 |
| Inference on the best policies with many covariates W Wei, Y Zhou, Z Zheng, J Wang Journal of Econometrics, 105460, 2023 | 8 | 2023 |
| Best Arm Identification with Fairness Constraints on Subpopulations Y Wu, Z Zheng, T Zhu arXiv preprint arXiv:2304.04091, 2023 | 8 | 2023 |
