Tommaso Cai

Also affiliated with Ospedale Santa Chiara, Tsinghua University

MedicineMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 17 papers. Top paper: “Transfer Learning for High-Dimensional Linear Regression: Prediction, Estimation and Minimax Optimality”.

Transfer Learning for High-Dimensional Linear Regression: Prediction, Estimation and Minimax Optimality

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2021)10.1111/rssb.12479

N/A

0.776DataRank · unranked

176 citations

Tommaso Cai, Hongzhe Li, Sai Li

Statistical and computational limits for sparse matrix detection

The Annals of Statistics(2020)10.1214/19-aos1860

N/A

0DataRank · unranked

8 citations

Yihong Wu, Tommaso Cai

Optimal sparse eigenspace and low-rank density matrix estimation for quantum systems

Journal of Statistical Planning and Inference(2020)10.1016/j.jspi.2020.11.002

N/A

0DataRank · unranked

3 citations

Donggyu Kim, Xinyu Song, Yazhen Wang, Tommaso Cai

Transfer learning for nonparametric classification: Minimax rate and adaptive classifier

The Annals of Statistics(2021)10.1214/20-aos1949

N/A

0DataRank · unranked

75 citations

Hongji Wei, Tommaso Cai

Group inference in high dimensions with applications to hierarchical testing

Electronic Journal of Statistics(2021)10.1214/21-ejs1955

N/A

0DataRank · unranked

30 citations

Claude Renaux, Peter Bühlmann, Tommaso Cai, Zijian Guo

Statistical Inference for High-Dimensional Generalized Linear Models With Binary Outcomes

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1990769

N/A

0DataRank · unranked

28 citations

Zijian Guo, Rong Ma, Tommaso Cai

Optimal Statistical Inference for Individualized Treatment Effects in High-Dimensional Models

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2021)10.1111/rssb.12426

N/A

0DataRank · unranked

17 citations

Tommaso Cai, Zijian Guo, Tianxi Cai

Sparse Topic Modeling: Computational Efficiency, Near-Optimal Algorithms, and Statistical Inference

Journal of the American Statistical Association(2021)10.1080/01621459.2021.2018329

N/A

0DataRank · unranked

5 citations

Linjun Zhang, Tommaso Cai, Ruijia Wu

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

Journal of the American Statistical Association(2022)10.1080/01621459.2022.2044333

N/A

0DataRank · unranked

57 citations

Tommaso Cai, Hongzhe Li, Sai Li

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

IEEE Transactions on Information Theory(2022)10.1109/tit.2022.3175455

N/A

0DataRank · unranked

27 citations

Anru R. Zhang, Yuchen Zhou, Tommaso Cai

Estimation and Inference for High-Dimensional Generalized Linear Models with Knowledge Transfer

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2184373

N/A

0DataRank · unranked

48 citations

Linjun Zhang, Tommaso Cai, Hongzhe Li, Sai Li

Phylogenetic association analysis with conditional rank correlation

Biometrika(2023)10.1093/biomet/asad075

N/A

0DataRank · unranked

2 citations

Bo Yuan, Tommaso Cai, Hongzhe Li, Shulei Wang

Testing high-dimensional multinomials with applications to text analysis

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2024)10.1093/jrsssb/qkae003

N/A

0DataRank · unranked

3 citations

Zheng Tracy Ke, P. Turner, Tommaso Cai

Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure

arXiv (Cornell University)(2024)10.48550/arxiv.2401.12272

N/A

0DataRank · unranked

4 citations

Hongming Pu, Tommaso Cai

Optimal Differentially Private PCA and Estimation for Spiked Covariance Matrices

arXiv (Cornell University)(2024)10.48550/arxiv.2401.03820

N/A

0DataRank · unranked

1 citations

Dong Xia, Mengyue Zha, Tommaso Cai

Hypothesis testing for phylogenetic composition: a minimum-cost flow perspective

Biometrika(2020)10.1093/biomet/asaa061

N/A

0DataRank · unranked

10 citations

Tommaso Cai, Hongzhe Li, Shulei Wang

Minimax and adaptive transfer learning for nonparametric classification under distributed differential privacy constraints

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2025)10.1093/jrsssb/qkaf070

N/A

0DataRank · unranked

1 citations

Tommaso Cai, Abhinav Chakraborty, Arnab Auddy