Fast global convergence of natural policy gradient methods with entropy regularization S Cen, C Cheng, Y Chen, Y Wei, Y Chi Operations Research 70 (4), 2563-2578, 2022 | 190 | 2022 |
Asymmetry Helps: Eigenvalue and Eigenvector Analyses of Asymmetrically Perturbed Low-Rank Matrices Y Chen, C Cheng, J Fan The Annals of Statistics 49 (1), 435-438, 2021 | 43 | 2021 |
The high-dimensional asymptotics of first order methods with random data M Celentano, C Cheng, A Montanari arXiv preprint arXiv:2112.07572, 2021 | 38 | 2021 |
Tackling Small Eigen-gaps: Fine-Grained Eigenvector Estimation and Inference under Heteroscedastic Noise C Cheng, Y Wei, Y Chen IEEE Transactions on Information Theory, 2021 | 27* | 2021 |
Dimension free ridge regression C Cheng, A Montanari arXiv preprint arXiv:2210.08571, 2022 | 26 | 2022 |
Memorize to Generalize: on the Necessity of Interpolation in High Dimensional Linear Regression C Cheng, J Duchi, R Kuditipudi The 35th Annual Conference on Learning Theory (COLT 2022), 2022 | 8 | 2022 |
How many labelers do you have? A closer look at gold-standard labels C Cheng, H Asi, J Duchi arXiv preprint arXiv:2206.12041, 2022 | 7 | 2022 |
Collaboratively Learning Linear Models with Structured Missing Data C Cheng, G Cheng, JC Duchi Advances in Neural Information Processing Systems 36, 2024 | | 2024 |