5771 search results - page 69 / 1155 » Learning similarity space |
85
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...
TKDE
2002
15 years 5 days ago
2002
98
Voted
DAC
2008
ACM
16 years 1 months ago
2008
ACM
97
Voted
ALT
1998
Springer
15 years 4 months ago
1998
Springer
Exact learning of half-spaces over finite subsets of IRn from membership queries is considered. We describe the minimum set of labelled examples separating the target concept from ...
128
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CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present an algorithm, Hierarchical ISOmetric SelfOrganizing Map (H-ISOSOM), for a concise, organized manifold representation of complex, non-linear, large scale, high-dimension...