240 search results - page 2 / 48 » The Kernel Trick for Distances |
113
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NIPS
2001
14 years 11 months ago
2001
Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
111
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ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
Compressive sensing accurately reconstructs a signal that is sparse in some basis from measurements, generally consisting of the signal’s inner products with Gaussian random vec...
60
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BIOINFORMATICS
2004
14 years 9 months ago
2004
72
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PR
2007
14 years 9 months ago
2007
124
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TSMC
2008
14 years 8 months ago
2008
Abstract-- Using the kernel trick idea and the kernels as features idea, we can construct two kinds of nonlinear feature spaces, where linear feature extraction algorithms can be e...