Bayesian Inference of Diffusion Networks with Unknown Infection Times.
Shohreh ShaghaghianMark CoatesPublished in: CoRR (2016)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- information diffusion
- bayesian model
- variational inference
- variational bayes
- hierarchical bayesian
- statistical inference
- weighted model counting
- particle filter
- network structure
- markov networks
- social networks
- markov chain monte carlo
- probabilistic modeling
- hidden variables
- gibbs sampler
- generative model
- prior distribution
- training data