1854 search results - page 9 / 371 » On Kernel Methods for Relational Learning |
MLDM
2009
Springer
15 years 6 months ago
2009
Springer
120
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EMNLP
2007
15 years 1 months ago
2007
This paper proposes a tree kernel with contextsensitive structured parse tree information for relation extraction. It resolves two critical problems in previous tree kernels for r...
90
Voted
ICML
2008
IEEE
16 years 16 days ago
2008
IEEE
Identifying the appropriate kernel function/matrix for a given dataset is essential to all kernel-based learning techniques. A variety of kernel learning algorithms have been prop...
102
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ICML
2003
IEEE
16 years 16 days ago
2003
IEEE
In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...
129
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PR
2007
14 years 11 months ago
2007
The advantage of a kernel method often depends critically on a proper choice of the kernel function. A promising approach is to learn the kernel from data automatically. In this p...