Additional Campus Affiliations
Assistant Professor, Statistics
Recent Publications
Zheng, L., Chang, A., & Allen, G. I. (2026). Cluster Quilting: Spectral Clustering for Patchwork Learning. Journal of the American Statistical Association. Advance online publication. https://doi.org/10.1080/01621459.2026.2648876
Allen, G. I., Gan, L., & Zheng, L. (2024). Interpretable Machine Learning for Discovery: Statistical Challenges and Opportunities. Annual Review of Statistics and Its Application, 11(1), 97-121. https://doi.org/10.1146/annurev-statistics-040120-030919
Zheng, L., & Allen, G. I. (2024). Graphical Model Inference with Erosely Measured Data. Journal of the American Statistical Association, 119(547), 2282-2293. https://doi.org/10.1080/01621459.2023.2256503
Chang, A., Zheng, L., Dasarathy, G., & Allen, G. I. (2023). Nonparanormal graph quilting with applications to calcium imaging. Stat, 12(1), Article e623. https://doi.org/10.1002/sta4.623
Chen, H., Zheng, L., Kontar, R. A., & Raskutti, G. (2022). Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits. Journal of Machine Learning Research, 23, Article 227.