PAC-Bayes unleashed: generalisation bounds with unbounded losses.

Maxime Haddouche Benjamin Guedj Omar Rivasplata John Shawe-Taylor

Published in: CoRR (2020)

Keyphrases

pac bayes
risk bounds
generalization bounds
data dependent
linear classifiers
learning theory
statistical learning theory
generalization ability
vc dimension
theoretical framework
empirical risk minimization
learning algorithm
multi class
sample size