Bayesian vs. PAC-Bayesian Deep Neural Network Ensembles.

Nick Hauptvogel Christian Igel

Published in: CoRR (2024)

Keyphrases

pac bayesian
neural network ensembles
distribution free
data dependent
generalization bounds
error bounds
neural network
rademacher complexity
machine learning
objective function
probabilistic model
learning theory
vc dimension