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154
Voted
GFKL
2007
Springer
15 years 6 months ago
2007
Springer
Kernel methods offer a flexible toolbox for pattern analysis and machine learning. A general class of kernel functions which incorporates known pattern invariances are invariant d...
95
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
In various application domains, including image recognition, it is natural to represent each example as a set of vectors. With a base kernel we can implicitly map these vectors to...
61
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
ML
2010
ACM
15 years 1 months ago
2010
ACM