Upper bound for variational free energy of Bayesian networks.
Kazuho WatanabeMotoki ShigaSumio WatanabePublished in: Mach. Learn. (2009)
Keyphrases
- free energy
- upper bound
- bayesian networks
- lower bound
- loopy belief propagation
- worst case
- upper and lower bounds
- approximate inference
- probability distribution
- graphical models
- probabilistic inference
- probabilistic model
- conditional probabilities
- sample size
- random variables
- posterior probability
- neural network
- image processing