Matrix denoising for weighted loss functions and heterogeneous signals

25 February 2019

Papers citing "Matrix denoising for weighted loss functions and heterogeneous signals"

5 / 5 papers shown

Title
HePPCAT: Probabilistic PCA for Data with Heteroscedastic Noise David Hong Kyle Gilman Laura Balzano Jeffrey A. Fessler 40 19 0 10 Jan 2021
Selecting the number of components in PCA via random signflips David Hong Yueqi Sheng Yan Sun 13 15 0 05 Dec 2020
Tracy-Widom distribution for heterogeneous Gram matrices with applications in signal detection Xiucai Ding Fan Yang 15 15 0 10 Aug 2020
Spiked separable covariance matrices and principal components Xiucai Ding Fan Yang 23 56 0 29 May 2019
Rapid evaluation of the spectral signal detection threshold and Stieltjes transform W. Leeb 27 7 0 26 Apr 2019