Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices

2 May 2014

Papers citing "Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices"

14 / 14 papers shown

Title
Bayesian Sparse Gaussian Mixture Model in High Dimensions Dapeng Yao Fangzheng Xie Yanxun Xu 100 1 0 21 Jul 2022
Nonparametric Trace Regression in High Dimensions via Sign Series Representation Chanwoo Lee Lexin Li Hao Helen Zhang Miaoyan Wang AI4TS 29 1 0 04 May 2021
Tracy-Widom law for the extreme eigenvalues of large signal-plus-noise matrices Zhixiang Zhang G. Pan 41 3 0 25 Sep 2020
Perturbation expansions and error bounds for the truncated singular value decomposition Trung Vu Evgenia Chunikhina Raviv Raich 88 24 0 16 Sep 2020
Edge statistics of large dimensional deformed rectangular matrices Xiucai Ding Fan Yang 72 9 0 01 Sep 2020
Tracy-Widom distribution for heterogeneous Gram matrices with applications in signal detection Xiucai Ding Fan Yang 48 15 0 10 Aug 2020
Learning Feature Sparse Principal Components Lai Tian Feiping Nie Xuelong Li 116 26 0 23 Apr 2019
Singular vector and singular subspace distribution for the matrix denoising model Z. Bao Xiucai Ding Ke Wang 113 51 0 27 Sep 2018
Optimal Sparse Singular Value Decomposition for High-dimensional High-order Data Anru R. Zhang Rungang Han 156 58 0 06 Sep 2018
Statistical and Computational Limits for Sparse Matrix Detection T. Tony Cai Yihong Wu 82 19 0 01 Jan 2018
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 75 171 0 08 Mar 2017
High dimensional deformed rectangular matrices with applications in matrix denoising Xiucai Ding 119 46 0 22 Feb 2017
Rate-Optimal Perturbation Bounds for Singular Subspaces with Applications to High-Dimensional Statistics T. Tony Cai Anru R. Zhang 108 158 0 02 May 2016
Nonconvex Statistical Optimization: Minimax-Optimal Sparse PCA in Polynomial Time Zhaoran Wang Huanran Lu Han Liu 136 36 0 22 Aug 2014