Bayesian inference of diffusion networks with unknown infection times.
Shohreh ShaghaghianMark CoatesPublished in: SSP (2016)
Keyphrases
- bayesian inference
- probabilistic model
- hyperparameters
- prior information
- bayesian model
- variational inference
- markov networks
- variational bayes
- information diffusion
- particle filter
- statistical inference
- weighted model counting
- hierarchical bayesian
- hidden variables
- anisotropic diffusion
- sir model
- probabilistic modeling
- network structure
- social networks
- expectation propagation
- gibbs sampler
- markov chain monte carlo
- bayesian models
- diffusion process
- posterior distribution
- bayesian networks