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Showing 1-10 of 11 results

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CHIME: Clustering of high-dimensional Gaussian mixtures with EM algorithm and its optimality

Cai, T. Tony, Ma, Jing, and Zhang, Linjun
The Annals of Statistics Volume 47, Number 3 (June 2019), 1234-1267.

Journal article

Accuracy assessment for high-dimensional linear regression

Cai, T. Tony and Guo, Zijian
The Annals of Statistics Volume 46, Number 4 (August 2018), 1807-1836.

Journal article

Rate-optimal perturbation bounds for singular subspaces with applications to high-dimensional statistics

Cai, T. Tony and Zhang, Anru
The Annals of Statistics Volume 46, Number 1 (February 2018), 60-89.

Journal article

Computational and statistical boundaries for submatrix localization in a large noisy matrix

Cai, T. Tony, Liang, Tengyuan, and Rakhlin, Alexander
The Annals of Statistics Volume 45, Number 4 (August 2017), 1403-1430.

Journal article

Confidence intervals for high-dimensional linear regression: Minimax rates and adaptivity

Cai, T. Tony and Guo, Zijian
The Annals of Statistics Volume 45, Number 2 (April 2017), 615-646.

Journal article

Optimal rates of convergence for noisy sparse phase retrieval via thresholded Wirtinger flow

Cai, T. Tony, Li, Xiaodong, and Ma, Zongming
The Annals of Statistics Volume 44, Number 5 (October 2016), 2221-2251.

Journal article

Global testing against sparse alternatives in time-frequency analysis

Cai, T. Tony, Eldar, Yonina C., and Li, Xiaodong
The Annals of Statistics Volume 44, Number 4 (August 2016), 1438-1466.

Journal article

ROP: Matrix recovery via rank-one projections

Cai, T. Tony and Zhang, Anru
The Annals of Statistics Volume 43, Number 1 (February 2015), 102-138.

Journal article

Sparse PCA: Optimal rates and adaptive estimation

Cai, T. Tony, Ma, Zongming, and Wu, Yihong
The Annals of Statistics Volume 41, Number 6 (December 2013), 3074-3110.

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Nonparametric estimation over shrinking neighborhoods: Superefficiency and adaptation

Cai, T. Tony and Low, Mark G.
The Annals of Statistics Volume 33, Number 1 (February 2005), 184-213.

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