From sample similarity to ensemble similarity : probabilistic distance measures in reproducing kernel Hilbert space
This paper addresses the problem of characterizing ensemble similarity from sample similarity in a principled manner. Using reproducing kernel as a characterization of sample similarity, we suggest a probabilistic distance measure in the reproducing kernel Hilbert space (RKHS) as the ensemble simila...
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 28(2006), 6 vom: 06. Juni, Seite 917-29 |
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| Format: | Article |
| Langue: | English |
| Publié: |
2006
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence |
| Sujets: | Journal Article |