522 search results - page 58 / 105 » Dynamic Time-Alignment Kernel in Support Vector Machine |
131
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JMLR
2002
15 years 8 days ago
2002
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
104
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ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
While classical kernel-based classifiers are based on a single kernel, in practice it is often desirable to base classifiers on combinations of multiple kernels. Lanckriet et al. ...
101
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KDD
2004
ACM
16 years 1 months ago
2004
ACM
Past empirical work has shown that learning multiple related tasks from data simultaneously can be advantageous in terms of predictive performance relative to learning these tasks...
87
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
An efficient and general multiple kernel learning (MKL) algorithm has been recently proposed by Sonnenburg et al. (2006). This approach has opened new perspectives since it makes ...
112
Voted
ICRA
2008
IEEE
15 years 7 months ago
2008
IEEE
— Localization and context interpretation are two key competences for mobile robot systems. Visual place recognition, as opposed to purely geometrical models, holds promise of hi...