Generalized loopy 2U: A new algorithm for approximate inference in credal networks.
Alessandro AntonucciYi SunCassio P. de CamposMarco ZaffalonPublished in: Int. J. Approx. Reason. (2010)
Keyphrases
- approximate inference
- loopy belief propagation
- graphical models
- belief propagation
- np hard
- parameter estimation
- k means
- higher order
- expectation maximization
- probabilistic inference
- dynamic programming
- variational methods
- free energy
- markov blanket
- em algorithm
- segmentation algorithm
- worst case
- segmentation method
- probabilistic model
- gaussian process
- markov chain monte carlo
- gibbs sampling
- bayesian networks