150 search results - page 6 / 30 » Supervised hashing with kernels |
IJON
2010
14 years 10 months ago
2010
135
Voted
SIGIR
2012
ACM
13 years 2 months ago
2012
ACM
Similarity search is a key challenge for multimedia retrieval applications where data are usually represented in high-dimensional space. Among various algorithms proposed for simi...
95
Voted
NIPS
2004
15 years 1 months ago
2004
We formulate the problem of graph inference where part of the graph is known as a supervised learning problem, and propose an algorithm to solve it. The method involves the learni...
93
Voted
IDEAL
2009
Springer
15 years 6 months ago
2009
Springer
We propose a novel, supervised feature extraction procedure, based on an unbiased estimator of the Hilbert-Schmidt independence criterion (HSIC). The proposed procedure can be dire...
115
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JMLR
2008
14 years 11 months ago
2008
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...