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Convex Formulation for Kernel PCA and Its Use in Semisupervised Learning.
Carlos M. Alaíz
Michaël Fanuel
Johan A. K. Suykens
Published in:
IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
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kernel pca
principal component analysis
kernel methods
feature space
dimensionality reduction
spectral clustering
kernel function
face recognition
input space
kernel matrix
machine learning
loss function
text classification
low dimensional
training set
decision trees
data sets