GPU Acceleration of Interior Point Methods in Large Scale SVM Training.

Tao Li Hua Li Xuechen Liu Shuai Zhang Kai Wang Yulu Yang

Published in: TrustCom/ISPA/IUCC (2013)

Keyphrases

interior point methods
svm training
convex optimization
linear program
linear programming
primal dual
semidefinite programming
generalization ability
quadratic programming
kernel methods
neural network
support vector machine
support vectors
linear combination
stochastic gradient descent