Low-rank matrix denoising for count data using unbiased Kullback-Leibler risk estimation

Jérémie Bigot, Charles Deledalle

Many statistical studies are concerned with the analysis of observations organized in a matrix form whose elements are count data. When these observations are assumed to follow a P…