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The Noise Collector for sparse recovery in high dimensions

The ability to detect sparse signals from noisy, high-dimensional data is a top priority in modern science and engineering. It is well known that a sparse solution of the linear system [Formula: see text] can be found efficiently with an [Formula: see text]-norm minimization approach if the data are...

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Detalles Bibliográficos
Autores principales: Moscoso, Miguel, Novikov, Alexei, Papanicolaou, George, Tsogka, Chrysoula
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260980/
https://www.ncbi.nlm.nih.gov/pubmed/32393628
http://dx.doi.org/10.1073/pnas.1913995117