Implementing regularization implicitly via approximate eigenvector computation.

Michael W. Mahoney Lorenzo Orecchia

Published in: ICML (2011)

Keyphrases

covariance matrix
efficient computation
exact computation
machine learning
genetic algorithm
optimal solution
principal component analysis
singular value decomposition
graph laplacian
feature extraction
spectral clustering
parameter selection
kernel machines
pre computed