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An Efficient Orthonormalization-Free Approach for Sparse Dictionary Learning and Dual Principal Component Pursuit
Sparse dictionary learning (SDL) is a classic representation learning method and has been widely used in data analysis. Recently, the [Formula: see text]-norm ([Formula: see text]) maximization has been proposed to solve SDL, which reshapes the problem to an optimization problem with orthogonality c...
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| Publicado no: | Sensors (Basel) |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7308875/ https://ncbi.nlm.nih.gov/pubmed/32471176 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20113041 |
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