779 search results - page 12 / 156 » Multi-Instance Dimensionality Reduction |
ICML
2004
IEEE
16 years 14 days ago
2004
IEEE
KDD
2002
ACM
16 years 2 days ago
2002
ACM
105
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ROMAN
2007
IEEE
15 years 6 months ago
2007
IEEE
— In this work, we perform an extensive statistical evaluation for learning and recognition of object manipulation actions. We concentrate on single arm/hand actions but study th...
ML
2010
ACM
14 years 10 months ago
2010
ACM
When only a small number of labeled samples are available, supervised dimensionality reduction methods tend to perform poorly due to overfitting. In such cases, unlabeled samples ...
108
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KDD
2001
ACM
16 years 2 days ago
2001
ACM
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...