784 search results - page 10 / 157 » Diffeomorphic Dimensionality Reduction |
ECML
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. In this paper, dimensionality reduction via matrix factorization with nonnegativity constraints is studied. Because of these constraints, it stands apart from other linea...
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CVPR
2010
IEEE
15 years 7 months ago
2010
IEEE
When classifying high-dimensional sequence data, traditional methods (e.g., HMMs, CRFs) may require large amounts of training data to avoid overfitting. In such cases dimensional...
SDM
2010
SIAM
15 years 1 months ago
2010
SIAM
The dimensionality reduction problem has been widely studied in the database literature because of its application for concise data representation in a variety of database applica...
ICML
2008
IEEE
16 years 14 days ago
2008
IEEE
ICML
2004
IEEE
16 years 14 days ago
2004
IEEE
