A PAC-Bayes bound for deterministic classifiers.

Eugenio Clerico George Deligiannidis Benjamin Guedj Arnaud Doucet

Published in: CoRR (2022)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
data dependent
generalization ability
learning algorithm
active learning
learning theory
empirical risk minimization
machine learning
objective function
stochastic processes