Variational learning and bits-back coding: an information-theoretic view to Bayesian learning.

Antti Honkela Harri Valpola

Published in: IEEE Trans. Neural Networks (2004)

Keyphrases

bayesian learning
information theoretic
information theory
information bottleneck
variational bayesian learning
mutual information
model selection
learning algorithm
machine learning
pairwise
least squares
closed form
learning problems
log likelihood