| 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 | 43 | 2023 |
| 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 | 31 | 2022 |
| Computationally efficient and statistically optimal robust low-rank matrix estimation Y Shen, J Li, JF Cai, D Xia arXiv preprint arXiv:2203.00953 2328, 2022 | 13 | 2022 |
| 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 | 10 | 2022 |
| Online tensor learning: Computational and statistical trade-offs, adaptivity and optimal regret J Li, JF Cai, Y Chen, D Xia arXiv preprint arXiv:2306.03372, 2023 | 6 | 2023 |
| Computationally efficient and statistically optimal robust high-dimensional linear regression Y Shen, J Li, JF Cai, D Xia arXiv preprint arXiv:2305.06199, 2023 | 6 | 2023 |
| Provable sample-efficient sparse phase retrieval initialized by truncated power method JF Cai, J Li, J You Inverse Problems 39 (7), 075008, 2023 | 5 | 2023 |
| Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm J Li, TT Cai, D Xia, AR Zhang arXiv preprint arXiv:2411.15660, 2024 | | 2024 |
| Restoration Guarantee of Image Inpainting via Low Rank Patch Matrix Completion JF Cai, JK Choi, J Li, G Yin SIAM Journal on Imaging Sciences 17 (3), 1879-1908, 2024 | | 2024 |
| Online Policy Learning and Inference by Matrix Completion C Duan, J Li, D Xia arXiv preprint arXiv:2404.17398, 2024 | | 2024 |
| Statistically Optimal and Computationally Efficient Tensor Estimation: Riemannian Optimization J Li PQDT-Global, 2023 | | 2023 |
Jian-Feng CaiProfessor of Mathematics, Hong Kong University of Science and TechnologyBestätigte E-Mail-Adresse bei ust.hk
