Distributed Inference over Linear Models using Alternating Gaussian Belief Propagation.
Mirsad CosovicDragisa MiskovicMuhamed DelalicDarijo RacaDejan VukobratovicPublished in: CoRR (2022)
Keyphrases
- belief propagation
- linear models
- factor graphs
- loopy belief propagation
- graphical models
- message passing
- gaussian graphical models
- exact inference
- markov random field
- max product
- approximate inference
- graph cuts
- probabilistic inference
- stereo matching
- belief networks
- variable selection
- linear model
- bayesian networks
- distributed systems
- linear regression
- free energy
- gaussian processes
- pairwise
- random variables
- probabilistic model
- three dimensional
- least squares
- causal relationships
- computer vision
- data sets
- influence diagrams
- maximum likelihood
- prior knowledge
- image segmentation