Epoch gradient descent for smoothed hinge-loss linear SVMs.

Soomin Lee Angelia Nedic

Published in: ACC (2013)

Keyphrases

linear svm
loss function
logistic regression
support vector
risk minimization
pairwise
reproducing kernel hilbert space
text categorization
feature selection
hyperplane
support vectors
linear model
support vector machine
kernel function
feature vectors
generalization ability
objective function