280 search results - page 3 / 56 » Binary Matrix Factorization with Applications |
131
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ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
In this paper we are interested in non-negative matrix factorization (NMF) with the Itakura-Saito (IS) divergence. Previous work has demonstrated the relevance of this cost functi...
110
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BMCBI
2008
15 years 2 months ago
2008
Background: Nonnegative matrix factorization (NMF) is a feature extraction method that has the property of intuitive part-based representation of the original features. This uniqu...
TNN
2008
15 years 2 months ago
2008
55
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CSDA
2007
15 years 2 months ago
2007
149
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SDM
2012
SIAM
13 years 5 months ago
2012
SIAM
Finding latent factors of the data using matrix factorizations is a tried-and-tested approach in data mining. But finding shared factors over multiple matrices is more novel prob...