A Note on Bayesian Networks with Latent Root Variables.
Marco ZaffalonAlessandro AntonucciPublished in: CoRR (2024)
Keyphrases
- bayesian networks
- conditional probabilities
- hidden variables
- observed variables
- latent variables
- bayesian network structure
- random variables
- markov blanket
- structure learning algorithm
- causal relationships
- variable elimination
- conditional independencies
- latent class models
- bayesian network structures
- continuous variables
- observable variables
- probabilistic model
- probabilistic inference
- variable selection
- expert knowledge
- structure learning
- probability distribution
- learning bayesian networks
- conditional independence
- structural model
- bayesian belief networks
- exact inference
- input variables
- probabilistic reasoning
- tree structure
- causal bayesian networks
- graphical models
- markov networks
- state variables
- latent factors
- dependency structure
- inference in bayesian networks
- topic models
- generative model