Low-rank matrix completion and denoising under Poisson noise

11 Jul 2019Andrew D. McRaeMark A. Davenport

This paper considers the problem of estimating a low-rank matrix from the observation of all, or a subset, of its entries in the presence of Poisson noise. When we observe all the entries, this is a problem of matrix denoising; when we observe only a subset of the entries, this is a problem of matrix completion... (read more)

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