Support Vector Machines on GPU with Sparse Matrix Format.

Tsung-Kai Lin Shao-Yi Chien

Published in: ICMLA (2010)

Keyphrases

sparse matrix
support vector
large margin classifiers
random projections
kernel function
loss function
floating point
multi class
support vector machine
learning algorithm
data sets
image reconstruction
linear discriminant analysis
feature extraction
graphics processing units
gpu implementation
machine learning