Random Projections for Linear Support Vector Machines.

Saurabh Paul Christos Boutsidis Malik Magdon-Ismail Petros Drineas

Published in: ACM Trans. Knowl. Discov. Data (2014)

Keyphrases

random projections
linear support vector machines
logistic regression
support vector machine
dimensionality reduction
dimension reduction

linear svm
sparse representation
image reconstruction
low dimensional
principal component analysis
hash functions

original data
learning problems
random sampling
least squares support vector machine
decision trees
raw data

machine learning
naive bayes
support vector machine svm
image classification
natural language processing