Online Bayesian Inference of Diffusion Networks.
Shohreh ShaghaghianMark CoatesPublished in: IEEE Trans. Signal Inf. Process. over Networks (2017)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- online learning
- statistical inference
- information diffusion
- hyperparameters
- probabilistic modeling
- bayesian model
- variational bayes
- markov networks
- gibbs sampler
- bayesian models
- prior distribution
- hidden variables
- markov chain monte carlo
- social networks
- complex networks
- network structure
- expectation propagation
- graphical models
- hierarchical bayesian
- particle filter