Dong Xia
Title
Cited by
Cited by
Year
Tensor SVD: Statistical and computational limits
A Zhang, D Xia
IEEE Transactions on Information Theory 64 (11), 7311-7338, 2018
962018
On Polynomial Time Methods for Exact Low Rank Tensor Completion
D Xia, M Yuan
Foundations of Computational Mathematics, 1-49, 2019
442019
Perturbation of linear forms of singular vectors under Gaussian noise
V Koltchinskii, D Xia
High Dimensional Probability VII, 397-423, 2016
382016
Optimal estimation of low rank density matrices.
V Koltchinskii, D Xia
J. Mach. Learn. Res. 16 (53), 1757-1792, 2015
352015
Statistically optimal and computationally efficient low rank tensor completion from noisy entries
D Xia, M Yuan, CH Zhang
The Annals of Statistics 49 (1), 76-99, 2021
31*2021
Community detection for hypergraph networks via regularized tensor power iteration
ZT Ke, F Shi, D Xia
arXiv preprint arXiv:1909.06503, 2019
232019
Statistical inferences of linear forms for noisy matrix completion
D Xia, M Yuan
J R Stat Soc Series B., 2020
212020
Confidence region of singular subspaces for high-dimensional and low-rank matrix regression
D Xia
IEEE Transactions on Information Theory 65 (11), 1-23, 2019
18*2019
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising
D Xia, F Zhou
J. Mach. Learn. Res., 2019
17*2019
Normal Approximation and Confidence Region of Singular Subspaces
D Xia
Electronic Journal of Statistics 15 (2), 3798-3851, 2021
16*2021
Estimation of low rank density matrices: bounds in schatten norms and other distances
D Xia, V Koltchinskii
Electronic Journal of Statistics 10 (2), 2717-2745, 2016
142016
Community detection on mixture multi-layer networks via regularized tensor decomposition
BY Jing, T Li, Z Lyu, D Xia
The Annals of Statistics, to appear, 2020
112020
Optimal schatten-q and ky-fan-k norm rate of low rank matrix estimation
D Xia
arXiv preprint arXiv:1403.6499, 2014
52014
Effective Tensor Sketching via Sparsification
D Xia, M Yuan
IEEE Transactions on Information Theory 67 (2), 1356-1369, 2021
4*2021
Estimation of low rank density matrices by Pauli measurements
D Xia
Electronic Journal of Statistics 11 (1), 50-77, 2017
42017
Inference for Low-rank Tensors--No Need to Debias
D Xia, AR Zhang, Y Zhou
arXiv preprint arXiv:2012.14844, 2020
32020
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization
JF Cai, J Li, D Xia
arXiv preprint arXiv:2103.08895, 2021
22021
Semiparametric tensor factor analysis by iteratively projected svd
EY Chen, D Xia, C Cai, J Fan
arXiv preprint arXiv:2007.02404, 2020
22020
Edgeworth expansions for network moments
Y Zhang, D Xia
arXiv preprint arXiv:2004.06615, 2020
22020
Non-asymptotic bounds for percentiles of independent non-identical random variables
D Xia
Statistics and Probability Letters, 2019
22019
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Articles 1–20