Anru Zhang
Title
Cited by
Cited by
Year
Sparse representation of a polytope and recovery of sparse signals and low-rank matrices
TT Cai, A Zhang
IEEE transactions on information theory 60 (1), 122-132, 2014
2532014
Sharp RIP bound for sparse signal and low-rank matrix recovery
TT Cai, A Zhang
Applied and Computational Harmonic Analysis 35 (1), 74-93, 2013
2112013
Instrumental variables estimation with some invalid instruments and its application to Mendelian randomization
H Kang, A Zhang, TT Cai, DS Small
Journal of the American Statistical Association 111 (513), 132-144, 2016
1882016
ROP: Matrix recovery via rank-one projections
TT Cai, A Zhang
The Annals of Statistics 43 (1), 102-138, 2015
1252015
Rate-optimal perturbation bounds for singular subspaces with applications to high-dimensional statistics
TT Cai, A Zhang
The Annals of Statistics 46 (1), 60-89, 2018
992018
Tensor svd: Statistical and computational limits
A Zhang, D Xia
IEEE Transactions on Information Theory 64 (11), 7311-7338, 2018
902018
Regression analysis for microbiome compositional data
P Shi, A Zhang, H Li
The Annals of Applied Statistics 10 (2), 1019-1040, 2016
822016
Compressed sensing and affine rank minimization under restricted isometry
TT Cai, A Zhang
IEEE Transactions on Signal Processing 61 (13), 3279-3290, 2013
582013
Cross: Efficient low-rank tensor completion
A Zhang
The Annals of Statistics 47 (2), 936-964, 2019
372019
Heteroskedastic PCA: Algorithm, optimality, and applications
A Zhang, TT Cai, Y Wu
The Annals of Statistics, 2021
352021
Structured matrix completion with applications to genomic data integration
T Cai, TT Cai, A Zhang
Journal of the American Statistical Association 111 (514), 621-633, 2016
352016
Sparse and low-rank tensor estimation via cubic sketchings
B Hao, A Zhang, G Cheng
IEEE Transactions on Information Theory, 2020
332020
Spectral state compression of Markov processes
A Zhang, M Wang
IEEE Transactions on Information Theory, 2020
26*2020
Optimal sparse singular value decomposition for high-dimensional high-order data
A Zhang, R Han
Journal of the American Statistical Association, 1-34, 2019
262019
Minimax rate-optimal estimation of high-dimensional covariance matrices with incomplete data
TT Cai, A Zhang
Journal of multivariate analysis 150, 55-74, 2016
252016
Inference for high-dimensional differential correlation matrices
TT Cai, A Zhang
Journal of multivariate analysis 143, 107-126, 2016
242016
Multisample estimation of bacterial composition matrices in metagenomics data
Y Cao, A Zhang, H Li
Biometrika 107 (1), 75-92, 2020
23*2020
LTMG: a novel statistical modeling of transcriptional expression states in single-cell RNA-Seq data
C Wan, W Chang, Y Zhang, F Shah, X Lu, Y Zang, A Zhang, S Cao, ...
Nucleic acids research 47 (18), e111-e111, 2019
222019
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits
Y Luo, AR Zhang
arXiv preprint arXiv:2005.10743, 2020
192020
ISLET: Fast and Optimal Low-Rank Tensor Regression via Importance Sketching
AR Zhang, Y Luo, G Raskutti, M Yuan
SIAM Journal on Mathematics of Data Science 2 (2), 444-479, 2020
182020
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Articles 1–20