OSNAP: Faster numerical linear algebra algorithms via sparser subspace embeddings

Jelani Nelson Huy L. Nguyen

Published in: CoRR (2012)

Keyphrases

linear algebra
numerical methods
pattern recognition
image analysis
low dimensional
singular value decomposition
sparse matrices
information systems
preprocessing
data processing
high dimensional data
theoretical guarantees