Bias of Homotopic Gradient Descent for the Hinge Loss.

Denali Molitor Deanna Needell Rachel Ward

Published in: CoRR (2019)

Keyphrases

loss function
hinge loss
risk minimization
pairwise
support vector
reproducing kernel hilbert space
convex optimization
potential functions
line search
decision boundary
pairwise constraints
image segmentation
graphical models
boosting algorithms