Abstraction Sampling in Graphical Models.
Filjor BrokaRina DechterAlexander T. IhlerKalev KaskPublished in: UAI (2018)
Keyphrases
- graphical models
- belief propagation
- random variables
- probabilistic model
- probabilistic graphical models
- approximate inference
- probabilistic inference
- conditional random fields
- structure learning
- conditional independence
- markov networks
- bayesian networks
- random sampling
- belief networks
- monte carlo
- map inference
- graph structure
- statistical inference
- factor graphs
- directed acyclic
- nonparametric belief propagation
- image segmentation
- statistical relational learning
- state space
- exponential family
- loopy belief propagation
- gaussian graphical models