denoiseR: Regularized Low Rank Matrix Estimation

Estimate a low rank matrix from noisy data using singular values thresholding and shrinking functions. Impute missing values with matrix completion. The method is described in <arXiv:1602.01206>.

Package details

AuthorJulie Josse, Sylvain Sardy, Stefan Wager
MaintainerJulie Josse <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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denoiseR documentation built on March 26, 2020, 8:10 p.m.