Still no free lunches: the price to pay for tighter PAC-Bayes bounds.

Benjamin Guedj Louis Pujol

Published in: CoRR (2019)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
upper bound
data dependent
statistical learning theory
lower bound
multi class
ranking algorithm
generalization ability
empirical risk minimization
learning algorithm
special case
model selection