Maximum A Posteriori Inference in Sum-Product Networks.
Jun MeiYong JiangKewei TuPublished in: CoRR (2017)
Keyphrases
- maximum a posteriori
- sum product
- markov random field
- belief propagation
- message passing
- map estimation
- maximum likelihood
- image reconstruction
- bayesian framework
- max product
- energy function
- hyperparameters
- markov networks
- posterior distribution
- graph cuts
- loopy belief propagation
- pairwise
- expectation maximization
- em algorithm
- generalized gaussian
- energy minimization
- parameter estimation
- approximate inference
- probabilistic inference
- bayesian inference
- image segmentation
- bayesian networks
- posterior probability
- conditional random fields
- high quality