Latent Variable Bayesian Networks Constructed Using Structural Equation Modelling.
Alta de WaalKeunyoung YooPublished in: FUSION (2018)
Keyphrases
- latent variables
- bayesian networks
- probabilistic model
- hidden variables
- random variables
- structural models
- structural model
- observed variables
- latent variable models
- causal relationships
- real valued
- topic models
- approximate inference
- hierarchical model
- graphical models
- prior knowledge
- structure learning
- observable variables
- gaussian process
- latent space
- conditional independence
- structured prediction
- conditional probabilities
- probability distribution
- markov networks
- bayesian inference
- probabilistic inference
- generative model
- maximum likelihood