Publications
Statistical Inference for decentralized Federated Learning
Gu, J, Chen S.X.
The Annals of Statistics (AOS) , 2024
Real-World COVID-19 Vaccine Protection Rates against Infection in the Delta and Omicron Eras
Zhu, Y., Gu, J, Qiu, Y., Chen, S.X.
Research, 2023
[Paper]
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
Gu, J, Tang, C., Yan, H., Cui, Q., Li, L., Zhou, J.
Advances in Neural Information Processing Systems (NeurIPS) , 2023
[Paper]
Distributed Statistical Inference under Heterogeneity
Gu, J, Chen S.X.
Journal of Machine Learning Research (JMLR) , 2023
[Paper]
Estimating COVID-19 Vaccine Protection Rates Via Dynamic Epidemiological Models–A Study Of Ten Countries
Zhu, Y., Gu, J, Qiu, Y., Chen, S.X.
Annals of Applied Statistics (AOAS) , 2023
[Paper]
The Effect of Population Migration and Wuhan Lockdown on the Control of COVID-19 Based on vSEIdRm Model (in Chinese)
Gu, J, Chen, S.X., Dong, Q., Qiu, Y.
Statistical Research （统计研究）, 2021
[Paper]
Better strategies for containing COVID-19 pandemic: a study of 25 countries via a vSIADR model
Yan, H., Zhu, Y., Gu, J, Huang, Y., Sun, H., Zhang, X., Wang, Y., Qiu, Y., Chen, S.X.
Proceedings of the Royal Society A (Proc. R. Soc. A) , 2021
[Paper]
Comparing Containment Measures among Nations by Epidemiological Effects of COVID-19
Gu, J, Yan, H., Huang, Y., Zhu, Y., Sun, H., Qiu, Y., Chen, S.X.
National Science Review, 2020
[Paper]
Tracking Reproductivity of COVID-19 Epidemic in China with Varying Coefficient SIR Model (with discussion)
Sun, H., Qiu, Y., Yan, H., Huang, Y., Zhu, Y., Gu, J, Chen, S.X.
Journal of Data Science, 2020
[Paper] [Code]
