1825 search results - page 30 / 365 » Local Dimensionality Reduction |
ECML
2005
Springer
15 years 3 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...
87
Voted
CVPR
2010
IEEE
15 years 5 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...
69
Voted
SDM
2010
SIAM
14 years 11 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...
77
Voted
ICML
2008
IEEE
15 years 10 months ago
2008
IEEE
ICML
2004
IEEE
15 years 10 months ago
2004
IEEE
