A discrepancy principle for the Landweber iteration based on risk minimization.

Federico Benvenuto Cristina Campi

Published in: Appl. Math. Lett. (2019)

Keyphrases

risk minimization
line search
loss function
empirical risk
uniform convergence
generalization error
multi category
hinge loss
upper bound
machine learning
learning algorithm
multi class