Morpho-Statistical Description of Networks Through Graph Modelling and Bayesian Inference.
Quentin Laporte-ChabasseRadu S. StoicaMarianne ClauselFrançois CharoyGérald OsterPublished in: IEEE Trans. Netw. Sci. Eng. (2022)
Keyphrases
- bayesian inference
- statistical inference
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- variational bayes
- small world
- social networks
- gibbs sampler
- hierarchical bayesian
- variational inference
- edge weights
- particle filter
- statistical models
- bayesian models
- probabilistic modeling
- machine learning
- hidden variables
- expectation propagation
- prior distribution
- prior knowledge
- bayesian networks
- closed form
- model selection
- weighted graph
- network structure