Causal Inference in Biology Networks with Integrated Belief Propagation.
Rui ChangJonathan R. KarrEric E. SchadtPublished in: Pacific Symposium on Biocomputing (2015)
Keyphrases
- belief propagation
- causal inference
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- additive noise
- pairwise
- causal models
- abductive reasoning
- fixed point
- discrete data
- rare events
- random variables
- energy function
- nonmonotonic reasoning
- belief networks
- probabilistic model
- multiscale
- bayesian networks
- probability distribution
- image segmentation