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Harrison H. Zhou
Harrison H. Zhou
Professor of Statistics, Yale University
Verified email at yale.edu - Homepage
Title
Cited by
Cited by
Year
Optimal rates of convergence for covariance matrix estimation
TT Cai, CH Zhang, HH Zhou
5522010
Achieving optimal misclassification proportion in stochastic block models
C Gao, Z Ma, AY Zhang, HH Zhou
Journal of Machine Learning Research 18 (60), 1-45, 2017
2812017
Asymptotic normality and optimalities in estimation of large Gaussian graphical models
Z Ren, T Sun, CH Zhang, HH Zhou
2802015
Optimal rates of convergence for sparse covariance matrix estimation
TT Cai, HH Zhou
2762012
Rate-optimal graphon estimation
C Gao, Y Lu, HH Zhou
2492015
Estimating structured high-dimensional covariance and precision matrices: Optimal rates and adaptive estimation
TT Cai, Z Ren, HH Zhou
2442016
Minimax rates of community detection in stochastic block models
AY Zhang, HH Zhou
2352016
Estimating sparse precision matrix: Optimal rates of convergence and adaptive estimation
TT Cai, W Liu, HH Zhou
2242016
False discovery rate control with groups
JX Hu, H Zhao, HH Zhou
Journal of the American Statistical Association 105 (491), 1215-1227, 2010
1982010
Community detection in degree-corrected block models
C Gao, Z Ma, AY Zhang, HH Zhou
1872018
Sparse CCA: Adaptive estimation and computational barriers
C Gao, Z Ma, HH Zhou
1632017
Statistical and computational guarantees of lloyd's algorithm and its variants
Y Lu, HH Zhou
arXiv preprint arXiv:1612.02099, 2016
1522016
MINIMAX ESTIMATION OF LARGE COVARIANCE MATRICES UNDER ℓ 1 -NORM
TT Cai, HH Zhou
Statistica Sinica, 1319-1349, 2012
1442012
Minimax estimation of large covariance matrices under ℓ 1-norm
TT Cai, HH Zhou
Statistica Sinica, 1319-1349, 2012
1442012
A data-driven block thresholding approach to wavelet estimation
TT Cai, HH Zhou
1282009
Optimal rates of convergence for estimating Toeplitz covariance matrices
TT Cai, Z Ren, HH Zhou
Probability Theory and Related Fields 156 (1), 101-143, 2013
1082013
Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions
TT Cai, T Liang, HH Zhou
Journal of Multivariate Analysis 137, 161-172, 2015
902015
Optimality of spectral clustering in the Gaussian mixture model
M Löffler, AY Zhang, HH Zhou
The Annals of Statistics 49 (5), 2506-2530, 2021
872021
The root–unroot algorithm for density estimation as implemented via wavelet block thresholding
L Brown, T Cai, R Zhang, L Zhao, H Zhou
Probability theory and related fields 146, 401-433, 2010
832010
Theoretical and computational guarantees of mean field variational inference for community detection
AY Zhang, HH Zhou
The Annals of Statistics 48 (5), 2575-2598, 2020
762020
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