Learning Eigenfunctions Links Spectral Embedding and Kernel PCA
Work
Year: 2004
Type: article
Abstract: In this letter, we show a direct relation between spectral embedding methods and kernel principal components analysis and how both are special cases of a more general learning problem: learning the pr... more
Source: Neural Computation
Authors Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux, Jean-François Paiement, Pascal Vincent +1 more
Institution Université de Montréal
Cites: 29
Cited by: 336
Related to: 10
FWCI: 14.25
Citation percentile (by year/subfield): 98.41
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: green