T. Tony Cai
University of Pennsylvania
H-index: 77
North America-United States
Top articles of T. Tony Cai
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms | arXiv preprint arXiv:2401.12331 | Tony Cai Dongwoo Kim Hongming Pu | 2024 |
Transfer learning for nonparametric regression: Non-asymptotic minimax analysis and adaptive procedure | arXiv preprint arXiv:2401.12272 | T Tony Cai Hongming Pu | 2022 |
Testing high-dimensional multinomials with applications to text analysis | Journal of Royal Statistical Society - Series B (accepted) | T Tony Cai Zheng Tracy Ke Paxton Turner | 2023/1/3 |
Optimal Differentially Private PCA and Estimation for Spiked Covariance Matrices | arXiv preprint arXiv:2401.03820 | T Tony Cai Dong Xia Mengyue Zha | 2024/1/8 |
THE ANNALS | The Annals of Probability | PETER K FRIZ PAVEL ZORIN-KRANICH XIN CHEN XUEMEI LI BO WU | 2023/3 |
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms | arXiv preprint arXiv:2001.08877 | T Tony Cai Hongji Wei | 2020/1/24 |
Transfer learning for contextual multi-armed bandits | The Annals of Statistics | Changxiao Cai T Tony Cai Hongzhe Li | 2024/2 |
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles | The Annals of Statistics | T Tony Cai Ran Chen Yuancheng Zhu | 2024/2 |
Transfer learning in large-scale gaussian graphical models with false discovery rate control | Journal of the American Statistical Association | Sai Li T Tony Cai Hongzhe Li | 2023/7/3 |
Phylogenetic association analysis with conditional rank correlation | Biometrika | Shulei Wang Bo Yuan T Tony Cai Hongzhe Li | 2023/12/1 |
Estimation and inference for high-dimensional generalized linear models with knowledge transfer | Journal of Machine Learning Research | Zhe Fei Yi Li | 2021 |
Matrix reordering for noisy disordered matrices: Optimality and computationally efficient algorithms | IEEE Transactions on Information Theory | T Tony Cai Rong Ma | 2023/8/15 |
Statistical inference for high-dimensional generalized linear models with binary outcomes | Journal of the American Statistical Association | T Tony Cai Zijian Guo Rong Ma | 2023/4/3 |
Statistical inference and large-scale multiple testing for high-dimensional regression models | Test | T Tony Cai Zijian Guo Yin Xia | 2023/7/5 |
Score attack: A lower bound technique for optimal differentially private learning | arXiv preprint arXiv:2303.07152 | T Tony Cai Yichen Wang Linjun Zhang | 2023/3/13 |
Discussion of “A Scale-Free Approach for False Discovery Rate Control in Generalized Linear Models” by Dai, Lin, Xing, and Liu | Journal of the American Statistical Association | Lucas Janson | 2023/7/3 |
Sparse topic modeling: Computational efficiency, near-optimal algorithms, and statistical inference | Journal of the American Statistical Association | Ruijia Wu Linjun Zhang T Tony Cai | 2023/7/3 |
Rejoinder on: statistical inference and large-scale multiple testing for high-dimensional regression models | Test | T Tony Cai Zijian Guo Yin Xia | 2023/12 |
Optimal Estimation of Simultaneous Signals Using Absolute Inner Product with Applications to Integrative Genomics | Statistica Sinica | Rong Ma T Tony Cai Hongzhe Li | 2022/1/1 |
Sparse group lasso: Optimal sample complexity, convergence rate, and statistical inference | IEEE Transactions on Information Theory | T Tony Cai Anru R Zhang Yuchen Zhou | 2022/9 |
Co-Authors
