| Nonconvex low-rank tensor completion from noisy data C Cai, G Li, HV Poor, Y Chen Operations Research 70 (2), 1219-1237, 2022 | 126 | 2022 |
| Is Q-learning minimax optimal? a tight sample complexity analysis G Li, C Cai, Y Chen, Y Wei, Y Chi Operations Research 72 (1), 222-236, 2024 | 100 | 2024 |
| Subspace estimation from unbalanced and incomplete data matrices: ℓ 2,∞ statistical guarantees C Cai, G Li, Y Chi, HV Poor, Y Chen The Annals of Statistics 49 (2), 944-967, 2021 | 89 | 2021 |
| Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality C Cai, HV Poor, Y Chen IEEE Transactions on Information Theory 69 (1), 407-452, 2023 | 41 | 2023 |
| Structured low-rank matrix factorization for haplotype assembly C Cai, S Sanghavi, H Vikalo IEEE Journal of Selected Topics in Signal Processing 10 (4), 647-657, 2016 | 29 | 2016 |
| Conditional Rényi divergence saddlepoint and the maximization of α-mutual information C Cai, S Verdú Entropy 21 (10), 969--993, 2019 | 27 | 2019 |
| Transfer learning for contextual multi-armed bandits C Cai, TT Cai, H Li The Annals of Statistics 52 (1), 207-232, 2024 | 19 | 2024 |
| Tightening the dependence on horizon in the sample complexity of Q-learning G Li, C Cai, Y Chen, Y Gu, Y Wei, Y Chi International Conference on Machine Learning, 6296-6306, 2021 | 18 | 2021 |
| Minimax estimation of linear functions of eigenvectors in the face of small eigen-gaps G Li, C Cai, HV Poor, Y Chen IEEE Transactions on Information Theory, 2024 | 11 | 2024 |
| Provable acceleration for diffusion models under minimal assumptions G Li, C Cai arXiv preprint arXiv:2410.23285, 2024 | 3 | 2024 |
| Minimax-optimal trust-aware multi-armed bandits C Cai, J Zhang arXiv preprint arXiv:2410.03651, 2024 | | 2024 |
| Efficient Estimation and Inference in Nonconvex Low-Complexity Models C Cai Princeton University, 2021 | | 2021 |
| Structurally-constrained gradient descent for matrix factorization in haplotype assembly problems C Cai, S Sanghavi, H Vikalo 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | | 2016 |
Yuxin ChenUniversity of Pennsylvaniawharton.upenn.edu의 이메일 확인됨
