Optimal Shrinkage of Singular Values

29 May 2014

Papers citing "Optimal Shrinkage of Singular Values"

16 / 16 papers shown

Title
Gradient Descent as a Shrinkage Operator for Spectral Bias Simon Lucey 38 0 0 25 Apr 2025
Bayesian Joint Additive Factor Models for Multiview Learning Niccolò Anceschi F. Ferrari David B. Dunson Himel Mallick 28 1 0 02 Jun 2024
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA Yuchen Zhou Yuxin Chen 40 4 0 10 Mar 2023
Robust Bayesian Subspace Identification for Small Data Sets A. R. Mesquita 18 0 0 29 Dec 2022
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model Zhongyuan Lyu Dong Xia 29 3 0 11 Jul 2022
Recover the spectrum of covariance matrix: a non-asymptotic iterative method Juntao Duan Ionel Popescu H. Matzinger 15 0 0 01 Jan 2022
Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach P. Goyal P. Benner 30 48 0 11 May 2021
ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated Noise D. Donoho M. Gavish Elad Romanov 16 27 0 25 Sep 2020
Low-rank Characteristic Tensor Density Estimation Part I: Foundations Magda Amiridi Nikos Kargas N. Sidiropoulos 19 19 0 27 Aug 2020
How to reduce dimension with PCA and random projections? Fan Yang Sifan Liu Yan Sun David P. Woodruff 27 28 0 01 May 2020
Bidimensional linked matrix factorization for pan-omics pan-cancer analysis E. Lock Jun Young Park K. Hoadley 9 20 0 07 Feb 2020
Rapid evaluation of the spectral signal detection threshold and Stieltjes transform W. Leeb 24 7 0 26 Apr 2019
Optimal spectral shrinkage and PCA with heteroscedastic noise Qiangqiang Wu Yanjie Liang 22 25 0 06 Nov 2018
Texture variation adaptive image denoising with nonlocal PCA Wenzhao Zhao Qiegen Liu Yisong Lv Binjie Qin 21 24 0 26 Oct 2018
Adaptive Graph Signal Processing: Algorithms and Optimal Sampling Strategies P. Di Lorenzo P. Banelli Elvin Isufi Sergio Barbarossa G. Leus 24 86 0 12 Sep 2017
Log-Determinant Divergences Revisited: Alpha--Beta and Gamma Log-Det Divergences A. Cichocki S. Cruces S. Amari 18 61 0 18 Dec 2014