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High dimensional deformed rectangular matrices with applications in matrix denoising

22 February 2017

Papers citing "High dimensional deformed rectangular matrices with applications in matrix denoising"

22 / 22 papers shown

Title
Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators Xiucai Ding Rong Ma 88 2 0 20 May 2024
Uniform error bound for PCA matrix denoising Xin T. Tong Wanjie Wang Yuguan Wang 57 2 0 22 Jun 2023
Tracy-Widom distribution for the edge eigenvalues of elliptical model Xiucai Ding Jiahui Xie 43 0 0 16 Apr 2023
Detection problems in the spiked matrix models Ji Hyung Jung Hye Won Chung J. Lee 115 2 0 12 Jan 2023
Inference for Heteroskedastic PCA with Missing Data Yuling Yan Yuxin Chen Jianqing Fan 122 19 0 26 Jul 2021
Entrywise Estimation of Singular Vectors of Low-Rank Matrices with Heteroskedasticity and Dependence Joshua Agterberg Zachary Lubberts Carey Priebe 99 21 0 27 May 2021
Spiked eigenvalues of noncentral Fisher matrix with applications Xiaozhuo Zhang Zhiqiang Hou Z. Bai Jiang Hu 23 5 0 10 Apr 2021
Empirical Bayes PCA in high dimensions Xinyi Zhong Chang Su Z. Fan 81 19 0 21 Dec 2020
Eigenvector distribution in the critical regime of BBP transition Z. Bao Dong Wang 81 14 0 28 Sep 2020
Tracy-Widom law for the extreme eigenvalues of large signal-plus-noise matrices Zhixiang Zhang G. Pan 41 3 0 25 Sep 2020
Edge statistics of large dimensional deformed rectangular matrices Xiucai Ding Fan Yang 61 9 0 01 Sep 2020
Statistical inference for principal components of spiked covariance matrices Z. Bao Xiucai Ding Jingming Wang Ke Wang 82 50 0 27 Aug 2020
Tracy-Widom distribution for heterogeneous Gram matrices with applications in signal detection Xiucai Ding Fan Yang 48 15 0 10 Aug 2020
How to reduce dimension with PCA and random projections? Fan Yang Sifan Liu Yan Sun David P. Woodruff 63 28 0 01 May 2020
Optimality of Spectral Clustering in the Gaussian Mixture Model Matthias Löffler A. Zhang Harrison H. Zhou 122 86 0 01 Nov 2019
On the spectral property of kernel-based sensor fusion algorithms of high dimensional data Xiucai Ding Hau‐Tieng Wu 34 9 0 25 Sep 2019
Principal components of spiked covariance matrices in the supercritical regime Z. Bao Xiucai Ding Jingming Wang Ke Wang 91 4 0 29 Jul 2019
Spiked separable covariance matrices and principal components Xiucai Ding Fan Yang 85 57 0 29 May 2019
Normal Approximation and Confidence Region of Singular Subspaces Dong Xia 49 8 0 02 Jan 2019
Modified Multidimensional Scaling and High Dimensional Clustering Xiucai Ding Qiang Sun 57 4 0 24 Oct 2018
Adapting to Unknown Noise Distribution in Matrix Denoising Andrea Montanari Feng Ruan Jun Yan 100 13 0 06 Oct 2018
Singular vector and singular subspace distribution for the matrix denoising model Z. Bao Xiucai Ding Ke Wang 104 51 0 27 Sep 2018