kernel principal component analysis

30 papers

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Also known as

KERNEL PCA KPCA

Co-occurring keywords

kernel methods (1096) kernel pca (19) dimensionality reduction (720) support vector machine (976) reproducing kernel hilbert space (334) nystrom method (46) principal component analysis (316) spectral clustering (304) stochastic optimization (1060) computational efficiency (358)

Papers

Fast Iterative Kernel Principal Component Analysis JMLR 2007

On Representing and Generating Kernels by Fuzzy Equivalence Relations JMLR 2006

Denoising and Dimension Reduction in Feature Space NIPS 2006

Accurate Error Bounds for the Eigenvalues of the Kernel Matrix JMLR 2006

Fast Iterative Kernel PCA NIPS 2006