On the Universality of the Logistic Loss Function.

Amichai Painsky Gregory W. Wornell

Published in: CoRR (2018)

Keyphrases

loss function
logistic regression
pairwise
learning to rank
support vector
stochastic gradient descent
risk minimization
hinge loss
empirical risk
learning algorithm
boosting framework
reproducing kernel hilbert space
linear support vector machines
gradient boosting
bayes rule
fixed number
training data