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GFKL
2007
Springer
164views Data Mining» more  GFKL 2007»
15 years 4 months ago
Classification with Invariant Distance Substitution Kernels
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...
Bernard Haasdonk, Hans Burkhardt
78
Voted
ICML
2003
IEEE
16 years 1 months ago
A Kernel Between Sets of Vectors
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...
Risi Imre Kondor, Tony Jebara
52
Voted
ICML
2008
IEEE
16 years 1 months ago
Nonextensive entropic kernels
André F. T. Martins, Eric P. Xing, Má...
84
Voted
ICML
2004
IEEE
16 years 1 months ago
A kernel view of the dimensionality reduction of manifolds
Bernhard Schölkopf, Daniel D. Lee, Jihun Ham,...
73
Voted
ML
2010
ACM
14 years 11 months ago
Temporal kernel CCA and its application in multimodal neuronal data analysis
Felix Bießmann, Frank C. Meinecke, Arthur Gr...