779 search results - page 34 / 156 » Multi-Instance Dimensionality Reduction |
138
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ICRA
2005
IEEE
15 years 10 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...
136
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ECML
2005
Springer
15 years 10 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
15 years 10 months ago
108
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ANTS
2004
Springer
15 years 10 months ago
2004
Springer
161
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ICDM
2003
IEEE
15 years 10 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...