Loss Functions, Complexities, and the Legendre Transformation.

Yuri Kalnishkan Michael V. Vyugin Volodya Vovk

Published in: ALT (2001)

Keyphrases

loss function
pairwise
squared error
learning to rank
support vector
loss minimization
learning models
risk minimization
empirical risk
reproducing kernel hilbert space
logistic regression
boosting algorithms
boosting framework
search engine
hinge loss
machine learning