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Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds.
Shusen Wang
Alex Gittens
Michael W. Mahoney
Published in:
CoRR (2017)
Keyphrases
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error bounds
theoretical analysis
parzen window
worst case
kernel function
clustering algorithm
polynomial time approximation
k means
finite sample
cluster analysis
kernel methods
support vector
high dimensional
positive definite
graph kernels
data exchange
polynomial kernels