Sequential Detection of Multiple Change Points in Networks: A Graphical Model Approach.
Arash A. AminiXuanLong NguyenPublished in: IEEE Trans. Inf. Theory (2013)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- approximate inference
- random variables
- conditional random fields
- probabilistic networks
- structure learning
- factor graphs
- exact inference
- markov networks
- belief networks
- map inference
- bayesian networks
- graph structure
- efficient inference algorithms
- conditional independence
- social networks
- complex networks
- conditional dependencies
- latent variables
- gaussian graphical models
- computer vision