Combined Belief Propagation-Mean Field Message Passing Algorithm for Dirichlet Process Mixtures.
Xinhua LuChuanzong ZhangZhongyong WangPublished in: IEEE Signal Process. Lett. (2019)
Keyphrases
- message passing
- belief propagation
- loopy belief propagation
- factor graphs
- markov random field
- graphical models
- approximate inference
- free energy
- distributed systems
- stereo matching
- energy function
- inference in graphical models
- markov networks
- graph cuts
- junction tree
- max product
- closed form
- variational inference
- belief networks
- probabilistic model
- generalized belief propagation
- markov chain monte carlo
- bayesian networks
- learning algorithm
- pairwise
- k means
- np hard
- input data
- expectation maximization
- parameter estimation
- probabilistic inference
- energy minimization
- bayesian framework
- probability distribution
- monte carlo
- matching algorithm
- sum product
- image matching