3236 search results - page 39 / 648 » Active kernel learning |
106
Voted
JMLR
2008
15 years 20 days ago
2008
In this paper we are concerned with reproducing kernel Hilbert spaces HK of functions from an input space into a Hilbert space Y, an environment appropriate for multi-task learnin...
99
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
In this paper, we consider a smoothing kernelbased classification rule and propose an algorithm for optimizing the performance of the rule by learning the bandwidth of the smoothi...
109
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COLT
2003
Springer
15 years 6 months ago
2003
Springer
Recent work has introduced Boolean kernels with which one can learn linear threshold functions over a feature space containing all conjunctions of length up to k (for any 1 ≤ k ...
99
Voted
AAAI
2010
15 years 2 months ago
2010
In many real world applications, labeled data are usually expensive to get, while there may be a large amount of unlabeled data. To reduce the labeling cost, active learning attem...
77
Voted
COLT
2005
Springer
15 years 6 months ago
2005
Springer