1224 search results - page 8 / 245 » On the Optimality of the Dimensionality Reduction Method |
AAAI
2007
14 years 11 months ago
2007
Recently the problem of dimensionality reduction has received a lot of interests in many fields of information processing. We consider the case where data is sampled from a low d...
PRL
2008
14 years 9 months ago
2008
We introduce a semi-supervised learning estimator which tends to the first kernel principal component as the number of labeled points vanishes. We show application of the proposed...
ICASSP
2009
IEEE
15 years 4 months ago
2009
IEEE
Due to the curse of dimensionality, high-dimensional data is often pre-processed with some form of dimensionality reduction for the classification task. Many common methods of su...
ISCAS
2002
IEEE
15 years 2 months ago
2002
IEEE
APPROX
2008
Springer
14 years 11 months ago
2008
Springer
