2802 search results - page 16 / 561 » Online Learning with Kernels |
80
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
163
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DSMML
2004
Springer
15 years 9 months ago
2004
Springer
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...
156
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ECML
2006
Springer
15 years 7 months ago
2006
Springer
In this paper, we provide a study on the use of tree kernels to encode syntactic parsing information in natural language learning. In particular, we propose a new convolution kerne...
155
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ICPR
2010
IEEE
15 years 7 months ago
2010
IEEE
Multiple kernel learning (MKL) uses a weighted combination of kernels where the weight of each kernel is optimized during training. However, MKL assigns the same weight to a kerne...
166
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TIT
2008
15 years 3 months ago
2008
We consider a framework for semi-supervised learning using spectral decomposition-based unsupervised kernel design. We relate this approach to previously proposed semi-supervised l...