1393 search results - page 119 / 279 » Machine Learning by Function Decomposition |
128
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CVPR
2003
IEEE
16 years 3 months ago
2003
IEEE
We consider the problem of learning with instances defined over a space of sets of vectors. We derive a new positive definite kernel f(A B) defined over pairs of matrices A B base...
114
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
The k-Nearest Neighbors algorithm can be easily adapted to classify complex objects (e.g. sets, graphs) as long as a proper dissimilarity function is given over an input space. Bo...
114
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
Many kernel learning methods have to assume parametric forms for the target kernel functions, which significantly limits the capability of kernels in fitting diverse patterns. Som...
117
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ICALT
2008
IEEE
15 years 8 months ago
2008
IEEE
In the process of developing Web Based Training (WBT) applications, the Sharable Content Object Reference Model (SCORM) has become the most common eLearning standard making it pos...
101
Voted
COLT
1998
Springer
15 years 6 months ago
1998
Springer
Empirical studies of multitask learning provide some evidence that the performance of a learning system on its intended targets improves by presenting to the learning system relat...