Maximum A Posteriori Inference in Sum-Product Networks.
Jun MeiYong JiangKewei TuPublished in: AAAI (2018)
Keyphrases
- maximum a posteriori
- sum product
- markov random field
- belief propagation
- message passing
- map estimation
- maximum likelihood
- image reconstruction
- max product
- bayesian framework
- energy function
- em algorithm
- posterior distribution
- generalized gaussian
- approximate inference
- hyperparameters
- loopy belief propagation
- energy minimization
- graph cuts
- expectation maximization
- exact inference
- pairwise
- probabilistic inference
- bayesian networks
- markov networks
- higher order
- image segmentation
- distributed systems
- three dimensional
- post processing
- model selection