Linear Response Formula in Generalized Belief Propagation for Probabilistic Inference.
Kazuyuki TanakaPublished in: CIMCA/IAWTIC (2005)
Keyphrases
- probabilistic inference
- generalized belief propagation
- approximate inference
- graphical models
- message passing
- belief propagation
- bayesian networks
- variational methods
- belief networks
- free energy
- conditional probabilities
- weighted model counting
- partition function
- high quality
- gaussian process
- structured prediction
- three dimensional
- neural network
- energy function
- markov random field
- probability distribution
- probabilistic model
- prior knowledge
- statistical physics
- machine learning