Better-than-KL PAC-Bayes Bounds.

Ilja Kuzborskij Kwang-Sung Jun Yulian Wu Kyoungseok Jang Francesco Orabona

Published in: CoRR (2024)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
data dependent
learning algorithm
feature selection
learning theory
learning tasks
generalization ability
stochastic processes
statistical learning theory
kl divergence
empirical risk minimization