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Inference and uncertainty quantification for noisy matrix completion

Noisy matrix completion aims at estimating a low-rank matrix given only partial and corrupted entries. Despite remarkable progress in designing efficient estimation algorithms, it remains largely unclear how to assess the uncertainty of the obtained estimates and how to perform efficient statistical...

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Detalles Bibliográficos
Autores principales: Chen, Yuxin, Fan, Jianqing, Ma, Cong, Yan, Yuling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6859358/
https://www.ncbi.nlm.nih.gov/pubmed/31666329
http://dx.doi.org/10.1073/pnas.1910053116

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