Consistency of Empirical Risk Minimization for Unbounded Loss Functions.

Marco Muselli Francesca Ruffino

Published in: WIRN (2004)

Keyphrases

loss function
empirical risk
empirical risk minimization
risk minimization
uniform convergence
pairwise
support vector
reproducing kernel hilbert space
statistical learning theory
feature space
decision function
high dimensional
prediction error
boosting algorithms