On Consistent Surrogate Risk Minimization and Property Elicitation.

Arpit Agarwal Shivani Agarwal

Published in: COLT (2015)

Keyphrases

risk minimization
loss function
empirical risk
generalization error
line search
uniform convergence
hinge loss
utility function
multi category
machine learning
preference elicitation
reinforcement learning
upper bound
non stationary