Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty.

Felix Biggs Benjamin Guedj

Published in: CoRR (2022)

Keyphrases

pac bayes
risk bounds
generalization bounds
upper bound
data dependent
linear classifiers
lower bound
vc dimension
semi supervised
generalization ability
empirical risk minimization
learning algorithm
machine learning algorithms
learning theory
statistical learning theory