PAC-Bayes-Chernoff bounds for unbounded losses.

Ioar Casado Luis A. Ortega Andrés R. Masegosa Aritz Pérez

Published in: CoRR (2024)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
data dependent
pac learning
learning algorithm
model selection
vc dimension
support vector
empirical risk minimization
semi supervised learning
sample size
learning problems
learning theory
large deviations
reinforcement learning
feature extraction