HZ
Harrison H. Zhou
math.STstat.THstat.MLstat.MEcs.LGcs.SIcs.ITmath.ITastro-ph.COastro-ph.IM
On Valency
published · living versionsW_97p7bykr·v1 · currentpublished
Statistical Analysis of Synthetic Data with Verification: A Linear Regression Framework
with Heejune Sheen
1 version
W_t5yk6hxy·v1published
Preprints & journals
37 papers in the corpus · 2007–2025Statistics and AI - A Fireside Conversation.42311443 · Statistics Up AI Alliance, International Chinese Statistical Association (ICSA), Lin, Xihong et al.2026 · 3 citationsHarvard data science review. 2025;7(2)
From optimal score matching to optimal sampling2409.07032v1 · Zehao Dou, Subhodh Kotekal, Zhehao Xu et al.2024 · 2 citationsarXiv
Implicit Regularization of Gradient Flow on One-Layer Softmax Attention2403.08699v1 · Heejune Sheen, Siyu Chen, Tianhao Wang et al.2024 · 0 citationsarXiv
Rescuing missing data in connectome-based predictive modeling.40800425 · Liang, Qinghao, Jiang, Rongtao, Adkinson, Brendan D et al.2025 · 7 citationsImaging neuroscience (Cambridge, Mass.). 2024;2
Rates of estimation for high-dimensional multi-reference alignment2205.01847v2 · Zehao Dou, Zhou Fan, Harrison Zhou2022 · 3 citationsarXiv
Optimal estimation of high-dimensional location Gaussian mixtures2002.05818v2 · Natalie Doss, Yihong Wu, Pengkun Yang et al.2020 · 1 citationarXiv
Optimality of Spectral Clustering in the Gaussian Mixture Model1911.00538v2 · Matthias Loffler, Anderson Y. Zhang, Harrison H. Zhou2019 · 74 citationsarXiv
Randomly initialized EM algorithm for two-component Gaussian mixture achieves near optimality in iterations1908.10935v1 · Yihong Wu, Harrison H. Zhou2019 · 25 citationsarXiv
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection1710.11268v3 · Anderson Y. Zhang, Harrison H. Zhou2017 · 42 citationsarXiv
Structured Matrix Estimation and Completion1707.02090v1 · Olga Klopp (CREST), Yu Lu, Alexandre B. Tsybakov et al.2017 · 18 citationsarXiv
Statistical and Computational Guarantees of Lloyd's Algorithm and its Variants1612.02099v1 · Yu Lu, Harrison H. Zhou2016 · 56 citationsarXiv
Community Detection in Degree-Corrected Block Models1607.06993v1 · Chao Gao, Zongming Ma, Anderson Y. Zhang et al.2016 · 127 citationsarXiv
Optimal large-scale quantum state tomography with Pauli measurements1603.07559v1 · Tony Cai, Donggyu Kim, Yazhen Wang et al.2016 · 29 citationsAnnals of Statistics 2016, Vol. 44, No. 2, 682-712
Asymptotically Normal and Efficient Estimation of Covariate-Adjusted Gaussian Graphical Model.27499564 · Chen, Mengjie, Ren, Zhao, Zhao, Hongyu et al.2019 · 52 citationsJournal of the American Statistical Association. 2016;111(513):394-406
Estimating sparse precision matrices1512.01241v1 · Nikhil Padmanabhan, Martin White, Harrison H. Zhou et al.2015 · 28 citationsarXiv
Optimal Estimation and Completion of Matrices with Biclustering Structures1512.00150v2 · Chao Gao, Yu Lu, Zongming Ma et al.2015 · 55 citationsarXiv
Minimax Rates of Community Detection in Stochastic Block Models1507.05313v2 · Anderson Y. Zhang, Harrison H. Zhou2015 · 162 citationsarXiv
A General Framework for Bayes Structured Linear Models1506.02174v2 · Chao Gao, Aad W. van der Vaart, Harrison H. Zhou2015 · 48 citationsarXiv
Achieving Optimal Misclassification Proportion in Stochastic Block Model1505.03772v5 · Chao Gao, Zongming Ma, Anderson Y. Zhang et al.2015 · 48 citationsarXiv
Bernstein-von Mises Theorems for Functionals of Covariance Matrix1412.0313v1 · Chao Gao, Harrison H. Zhou2014 · 0 citationsarXiv
Rate-optimal graphon estimation1410.5837v3 · Chao Gao, Yu Lu, Harrison H. Zhou2014 · 191 citationsAnnals of Statistics 2015, Vol. 43, No. 6, 2624-2652
Sparse CCA: Adaptive Estimation and Computational Barriers1409.8565v4 · Chao Gao, Zongming Ma, Harrison H. Zhou2014 · 149 citationsarXiv
Sparse CCA via Precision Adjusted Iterative Thresholding1311.6186v1 · Mengjie Chen, Chao Gao, Zhao Ren et al.2013 · 29 citationsarXiv
Asymptotic normality and optimalities in estimation of large Gaussian graphical models1309.6024v3 · Zhao Ren, Tingni Sun, Cun-Hui Zhang et al.2013 · 208 citationsAnnals of Statistics 2015, Vol. 43, No. 3, 991-1026on Valency
Optimal sparse volatility matrix estimation for high-dimensional Itô processes with measurement errors1309.4889v1 · Minjing Tao, Yazhen Wang, Harrison H. Zhou2013 · 62 citationsAnnals of Statistics 2013, Vol. 41, No. 4, 1816-1864on Valency
Law of Log Determinant of Sample Covariance Matrix and Optimal Estimation of Differential Entropy for High-Dimensional Gaussian Distributions1309.0482v1 · T. Tony Cai, Tengyuan Liang, Harrison H. Zhou2013 · 70 citationsJournal of Multivariate Analysis 137 (2015) 161-172
Optimal rates of convergence for sparse covariance matrix estimation1302.3030v1 · T. Tony Cai, Harrison H. Zhou2013 · 246 citationsAnnals of Statistics 2012, Vol. 40, No. 5, 2389-2420
Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive Estimation1212.2882v1 · T. Tony Cai, Weidong Liu, Harrison H. Zhou2012 · 195 citationsarXiv
Discussion: Latent variable graphical model selection via convex optimization1211.0813v1 · Zhao Ren, Harrison H. Zhou2012 · 29 citationsAnnals of Statistics 2012, Vol. 40, No. 4, 1989-1996
Nonparametric regression in exponential families1010.3836v1 · Lawrence D. Brown, T. Tony Cai, Harrison H. Zhou2010 · 41 citationsAnnals of Statistics 2010, Vol. 38, No. 4, 2005-2046
Optimal rates of convergence for covariance matrix estimation1010.3866v1 · T. Tony Cai, Cun-Hui Zhang, Harrison H. Zhou2010 · 478 citationsAnnals of Statistics 2010, Vol. 38, No. 4, 2118-2144
False Discovery Rate Control With Groups.21931466 · Hu, James X, Zhao, Hongyu, Zhou, Harrison H2025 · 178 citationsJournal of the American Statistical Association. 2010;105(491):1215-1227
Estimation in functional regression for general exponential families1001.3742v2 · Winston Wei Dou, David Pollard, Harrison H. Zhou2010 · 28 citationsAnnals of Statistics 2012, Vol. 40, No. 5, 2421-2451
Asymptotic equivalence and adaptive estimation for robust nonparametric regression0909.0343v1 · T. Tony Cai, Harrison H. Zhou2009 · 20 citationsAnnals of Statistics 2009, Vol. 37, No. 6A, 3204-3235
Asymptotic equivalence of spectral density estimation and gaussian white noise0903.1314v1 · Georgi K. Golubev, Michael Nussbaum, Harrison H. Zhou2009 · 47 citationsarXiv
Robust nonparametric estimation via wavelet median regression0810.4802v1 · Lawrence D. Brown, T. Tony Cai, Harrison H. Zhou2008 · 43 citationsAnnals of Statistics 2008, Vol. 36, No. 5, 2055-2084
A complement to Le Cam's theorem0708.2233v1 · Mark G. Low, Harrison H. Zhou2007 · 9 citationsAnnals of Statistics 2007, Vol. 35, No. 3, 1146-1165
Career total: 82 works. 37 are in this corpus.
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