T. Tony Cai

Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS.

Weidong Liu, Tianxi Cai, T. Tony Cai, 2019, Statistica Sinica.

Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms pdf

T. Tony Cai, Hongji Wei, T. Cai, 2020, ArXiv.

Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference pdf

Anru Zhang, Yuchen Zhou, T. Tony Cai, 2019, ArXiv.

The Cost of Privacy in Generalized Linear Models: Algorithms and Minimax Lower Bounds pdf

Yichen Wang, Linjun Zhang, T. Tony Cai, 2020, ArXiv.

Transfer Learning in Large-Scale Gaussian Graphical Models with False Discovery Rate Control

Sai Li, Hongzhe Li, T. Tony Cai, 2020, Journal of the American Statistical Association.

LAWS: A Locally Adaptive Weighting and Screening Approach to Spatial Multiple Testing

T. Tony Cai, Wenguang Sun, Yin Xia, 2020, Journal of the American Statistical Association.

High dimensional linear discriminant analysis: optimality, adaptive algorithm and missing data

Linjun Zhang, T. Tony Cai, T. Tony Cai, 2018, Journal of the Royal Statistical Society: Series B (Statistical Methodology).