An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA.

Matthias Hein Thomas Bühler

Published in: NIPS (2010)

Keyphrases

spectral clustering
clustering method
k means
similarity measure
pairwise
similarity matrix
machine learning
objective function
image processing
computer vision
high dimensional
probabilistic model
high order
covariance matrix
negative matrix factorization
constrained spectral clustering