Sample-based online learning for bi-regular hinge loss.

Wei Xue Ping Zhong Wensheng Zhang Gaohang Yu Yebin Chen

Published in: Int. J. Mach. Learn. Cybern. (2021)

Keyphrases

online learning
hinge loss
loss function
risk minimization
convex optimization
potential functions
binary classification
soft margin
e learning
line search
multi class
decision boundary
sample size
pairwise constraints
generalization error
test data
pairwise
support vector