Fast and efficient dimensionality reduction using Structurally Random Matrices.

Thong T. Do Lu Gan Yi Chen Nam P. Nguyen Trac D. Tran

Published in: ICASSP (2009)

Keyphrases

dimensionality reduction
machine learning
lightweight
high dimensionality
database
data structure
support vector machine
principal component analysis
low dimensional
high dimensional data
computationally expensive
principal components
data representation