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Rank-Constrained Solutions to Linear Matrix Equations Using PowerFactorization

Algorithms to construct/recover low-rank matrices satisfying a set of linear equality constraints have important applications in many signal processing contexts. Recently, theoretical guarantees for minimum-rank matrix recovery have been proven for nuclear norm minimization (NNM), which can be solve...

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Detalhes bibliográficos
Main Authors: Haldar, Justin P., Hernando, Diego
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3290097/
https://ncbi.nlm.nih.gov/pubmed/22389578
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/LSP.2009.2018223
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