A unified recipe for deriving (time-uniform) PAC-Bayes bounds.

Ben Chugg Hongjian Wang Aaditya Ramdas

Published in: CoRR (2023)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
data dependent
learning theory
empirical risk minimization
vc dimension
learning algorithm
pairwise
multi class
generalization ability
support vector machine
stochastic processes