Biwhitening Reveals the Rank of a Count Matrix.

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Overview

authors

• Landa, Boris
• Zhang, Thomas T C K
• Kluger, Yuval

publication date

• 2022

published in

• SIAM journal on mathematics of data science  Journal

Research

Keywords

• 62H12
• 62H25
• Hi-C
• Marchenko-Pastur law
• PCA
• Poisson noise
• Sinkhorn
• bi-proportional scaling
• count data
• heteroskedastic noise
• matrix scaling
• rank estimation
• rank selection
• scRNA-seq

Identity

Digital Object Identifier (DOI)

• https://doi.org/10.1137/21m1456807

PubMed ID

• 37576699

Additional Document Info

start page

• 1420

end page

• 1446

volume

• 4

issue

• 4