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» Learning with Idealized Kernels
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EUROCOLT
1999
Springer
14 years 2 months ago
Entropy Numbers, Operators and Support Vector Kernels
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...
ECML
2006
Springer
14 years 1 months ago
Languages as Hyperplanes: Grammatical Inference with String Kernels
Alexander Clark, Christophe Costa Florêncio,...
ICALT
2008
IEEE
14 years 4 months ago
Designing Collaborative Learning Applications
Future collaborative learning technologies are characterized by the CSCL community as highly malleable and flexible. A promising approach for meeting these expectations is to use ...
Jacques Lonchamp
ICANN
2009
Springer
14 years 4 months ago
Using Kernel Basis with Relevance Vector Machine for Feature Selection
This paper presents an application of multiple kernels like Kernel Basis to the Relevance Vector Machine algorithm. The framework of kernel machines has been a source of many works...
Frederic Suard, David Mercier
ICASSP
2010
IEEE
13 years 10 months ago
Acceleration of sequence kernel computation for real-time speaker identification
The sequence kernel has been shown to be a promising kernel function for learning from sequential data such as speech and DNA. However, it is not scalable to massive datasets due ...
Makoto Yamada, Masashi Sugiyama, Gordon Wichern, T...