779 search results - page 34 / 156 » Multi-Instance Dimensionality Reduction |
ICRA
2005
IEEE
14 years 1 months ago
2005
IEEE
— The recent progress in robot mapping (or SLAM) algorithms has focused on estimating either point features (such as landmarks) or grid-based representations. Both of these repre...
ECML
2005
Springer
14 years 1 months ago
2005
Springer
Spectral methods for embedding graphs and immersing data manifolds in low-dimensional speaces are notoriously unstable due to insufficient and/or numberically ill-conditioned con...
ICAPR
2005
Springer
2005
Springer
A Non-parametric Dimensionality Reduction Technique Using Gradient Descent of Misclassification Rate
14 years 1 months ago
ANTS
2004
Springer
14 years 1 months ago
2004
Springer
ICDM
2003
IEEE
14 years 1 months ago
2003
IEEE
We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...