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151
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...
91
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...
59
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
95
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
78
Voted
ML
2010
ACM
15 years 19 days ago
2010
ACM