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 | 343 | 2014 |
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 | 309 | 2016 |
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 | 272 | 2013 |
Tensor SVD: Statistical and computational limits A Zhang, D Xia IEEE Transactions on Information Theory 64 (11), 7311-7338, 2018 | 212 | 2018 |
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 | 210 | 2018 |
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions S Chen, S Chewi, J Li, Y Li, A Salim, AR Zhang International Conference on Learning Representations (ICLR), 2022 | 184 | 2022 |
Regression analysis for microbiome compositional data P Shi, A Zhang, H Li The Annals of Applied Statistics 10 (2), 1019-1040, 2016 | 166 | 2016 |
ROP: Matrix recovery via rank-one projections TT Cai, A Zhang The Annals of Statistics 43 (1), 102-138, 2015 | 162 | 2015 |
Heteroskedastic PCA: Algorithm, optimality, and applications AR Zhang, TT Cai, Y Wu The Annals of Statistics 50 (1), 53-80, 2022 | 92 | 2022 |
Compressed sensing and affine rank minimization under restricted isometry TT Cai, A Zhang IEEE Transactions on Signal Processing 61 (13), 3279-3290, 2013 | 84 | 2013 |
An optimal statistical and computational framework for generalized tensor estimation R Han, R Willett, AR Zhang The Annals of Statistics 50 (1), 1-29, 2022 | 82 | 2022 |
Cross: Efficient low-rank tensor completion A Zhang The Annals of Statistics 47 (2), 936-964, 2019 | 80 | 2019 |
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 | 80 | 2016 |
Optimal sparse singular value decomposition for high-dimensional high-order data A Zhang, R Han Journal of the American Statistical Association, 1-34, 2019 | 71 | 2019 |
On the non‐asymptotic and sharp lower tail bounds of random variables AR Zhang, Y Zhou Stat 9 (1), e314, 2020 | 64 | 2020 |
Spectral state compression of Markov processes A Zhang, M Wang IEEE Transactions on Information Theory 66 (5), 3201-3231, 2020 | 63 | 2020 |
Sparse and low-rank tensor estimation via cubic sketchings B Hao, A Zhang, G Cheng IEEE Transactions on Information Theory, 2020 | 61 | 2020 |
Rungang Han and Anru R. Zhangs contribution to the Discussion of ‘Vintage factor analysis with varimax performs statistical inference’by Rohe & Zeng R Han, AR Zhang Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023 | 56 | 2023 |
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 | 54 | 2019 |
Semi-supervised inference: General theory and estimation of means A Zhang, LD Brown, TT Cai The Annals of Statistics 47 (5), 2538-2566, 2019 | 53 | 2019 |