591 search results - page 10 / 119 » An Efficient Algorithm for Local Distance Metric Learning |
ECML
2007
Springer
15 years 3 months ago
2007
Springer
The problem of learning metrics between structured data (strings, trees or graphs) has been the subject of various recent papers. With regard to the specific case of trees, some a...
PR
2006
14 years 9 months ago
2006
Relevant component analysis (RCA) is a recently proposed metric learning method for semi-supervised learning applications. It is a simple and efficient method that has been applie...
BMCBI
2010
14 years 9 months ago
2010
Background: Phylogenetic relationships between genes are not only of theoretical interest: they enable us to learn about human genes through the experimental work on their relativ...
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ICMLA
2008
14 years 11 months ago
2008
We are interested in learning an adaptive local metric on a lower dimensional manifold for query
127
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VLSISP
2010
14 years 8 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...