Hidden independence in unstructured probabilistic models.
Antony PearsonManuel E. LladserPublished in: CoRR (2020)
Keyphrases
- probabilistic model
- context specific independence
- graphical models
- generative model
- latent variables
- bayesian networks
- probabilistic modeling
- conditional independence
- semi structured
- expectation maximization
- conditional random fields
- bayesian inference
- conditional probabilities
- hidden variables
- mixture model
- topic models
- structured data
- hidden information
- markov networks
- decision trees
- random variables
- databases
- data mining