Tighter PAC-Bayes Bounds Through Coin-Betting.

Kyoungseok Jang Kwang-Sung Jun Ilja Kuzborskij Francesco Orabona

Published in: CoRR (2023)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
upper bound
data dependent
vc dimension
learning algorithm
model selection
statistical learning theory
generalization ability
decision trees
lower bound
supervised learning
learning theory
upper and lower bounds