A Convex Surrogate Operator for General Non-Modular Loss Functions.

Jiaqian Yu Matthew B. Blaschko

Published in: AISTATS (2016)

Keyphrases

loss function
risk minimization
convex loss functions
bregman divergences
empirical risk
hinge loss
special case
logistic regression
squared error
pairwise
learning to rank
loss minimization
support vector
convex optimization
line search