Loss functions, complexities, and the Legendre transformation.

Yuri Kalnishkan Volodya Vovk Michael V. Vyugin

Published in: Theor. Comput. Sci. (2004)

Keyphrases

loss function
pairwise
support vector
learning to rank
logistic regression
learning models
squared error
hinge loss
loss minimization
boosting framework
convex loss functions
reproducing kernel hilbert space
empirical risk
risk minimization
update rules
square loss