Testing the Structure of a Gaussian Graphical Model With Reduced Transmissions in a Distributed Setting.
Yicheng ChenRick S. BlumBrian M. SadlerJiangfan ZhangPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- graphical models
- graph structure
- gaussian graphical models
- belief propagation
- conditional dependencies
- random variables
- probabilistic model
- factor graphs
- probabilistic inference
- approximate inference
- probabilistic graphical models
- directed acyclic
- markov networks
- distributed systems
- structure learning
- undirected graphical models
- conditional independence
- exact inference
- map inference
- graphical structure
- structural learning
- bayesian networks
- message passing
- conditional random fields
- models with hidden variables