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Jingyang LI
Jingyang LI
Bestätigte E-Mail-Adresse bei umich.edu
Titel
Zitiert von
Zitiert von
Jahr
Generalized low-rank plus sparse tensor estimation by fast Riemannian optimization
JF Cai, J Li, D Xia
Journal of the American Statistical Association 118 (544), 2588-2604, 2023
352023
Provable tensor-train format tensor completion by riemannian optimization
JF Cai, J Li, D Xia
Journal of Machine Learning Research 23 (123), 1-77, 2022
172022
Computationally efficient and statistically optimal robust low-rank matrix estimation
Y Shen, J Li, JF Cai, D Xia
arXiv preprint arXiv:2203.00953, 2022
82022
Image restoration: Structured low rank matrix framework for piecewise smooth functions and beyond
JF Cai, JK Choi, J Li, K Wei
Applied and Computational Harmonic Analysis 56, 26-60, 2022
82022
Online tensor learning: Computational and statistical trade-offs, adaptivity and optimal regret
JF Cai, J Li, D Xia
arXiv preprint arXiv:2306.03372, 2023
32023
Computationally efficient and statistically optimal robust high-dimensional linear regression
Y Shen, J Li, JF Cai, D Xia
arXiv preprint arXiv:2305.06199, 2023
32023
Provable sample-efficient sparse phase retrieval initialized by truncated power method
JF Cai, J Li, J You
Inverse Problems 39 (7), 075008, 2023
12023
Online Policy Learning and Inference by Matrix Completion
C Duan, J Li, D Xia
arXiv preprint arXiv:2404.17398, 2024
2024
Restoration Guarantee of Image Inpainting via Low Rank Patch Matrix Completion
JF Cai, JK Choi, J Li
arXiv preprint arXiv:2309.01328, 2023
2023
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