Efficient band approximation of Gram matrices for large scale kernel methods on GPUs.

Mohamed E. Hussein Wael Abd-Almageed

Published in: SC (2009)

Keyphrases

kernel methods
learning problems
support vector
feature space
kernel function
positive semidefinite
support vector machine
kernel matrices
kernel matrix
reproducing kernel hilbert space
machine learning
kernel trick
kernel based clustering
data sets
high dimensional feature space
similarity function
neural network