Browsing by Author Chen, Yuxin
Showing results 1 to 13 of 13
| Publication Date | Article Title | Author(s) |
| 1-Jul-2019 | Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval | Chen, Yuxin; Chi, Y; Fan, Jianqing; Ma, C |
| - | How MagNet: Machine Learning Framework for Modeling Power Magnetic Material Characteristics | Chen, Minjie; Li, Haoran; Serrano, Diego; Guillod, Thomas; Wang, Shukai; et al |
| 2020 | Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution | Ma, C; Wang, K; Chi, Y; Chen, Yuxin |
| 2019 | Inference and uncertainty quantification for noisy matrix completion | Chen, Yuxin; Fan, Jianqing; Ma, C; Yan, Y |
| 12-Mar-2021 | Learning Mixtures of Low-Rank Models | Chen, Yanxi; Ma, Cong; Poor, H Vincent; Chen, Yuxin |
| 2019 | The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square | Sur, P; Chen, Yuxin; Candès, EJ |
| 3-Jun-2021 | Nonconvex Low-Rank Tensor Completion from Noisy Data | Cai, Changxiao; Li, Gen; Poor, H Vincent; Chen, Yuxin |
| 2019 | Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview | Chi, Y; Lu, YM; Chen, Yuxin |
| 2018 | The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences | Chen, Yuxin; Candès, EJ |
| 2019 | Spectral method and regularized mle are both optimal for top-K ranking | Chen, Yuxin; Fan, Jianqing; Ma, C; Wang, K |
| Apr-2021 | Subspace estimation from unbalanced and incomplete data matrices: ℓ2,∞ statistical guarantees | Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H Vincent; Chen, Yuxin |
| 12-Sep-2022 | Uncertainty Quantification for Nonconvex Tensor Completion: Confidence Intervals, Heteroscedasticity and Optimality | Cai, Changxiao; Poor, H Vincent; Chen, Yuxin |
| 1-Feb-2023 | Why MagNet: Quantifying the Complexity of Modeling Power Magnetic Material Characteristics | Chen, Minjie; Serrano, Diego; Li, Haoran; Wang, Shukai; Guillod, Thomas; et al |
