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Sparse, Robust and Discriminative Representation by Supervised Regularized Auto-encoder

Recent researches have determined that regularized auto-encoders can provide a good representation of data which improves the performance of data classification. These type of auto-encoders which are usually over-complete, provide a representation of data that has some degree of sparsity and is robu...

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Detalles Bibliográficos
Autor Principal: Nima Farajian
Formato: Artigo
Idioma:Inglês
Publicado: Iran Telecom Research Center 2019-06-01
Series:International Journal of Information and Communication Technology Research
Assuntos:
Acceso en liña:http://ijict.itrc.ac.ir/article-1-304-en.html
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