Hidden Independence in Unstructured Probabilistic Models.
Antony PearsonManuel E. LladserPublished in: AofA (2020)
Keyphrases
- probabilistic model
- context specific independence
- graphical models
- generative model
- latent variables
- conditional random fields
- semi structured
- language model
- bayesian inference
- conditional independence
- bayesian networks
- expectation maximization
- topic models
- structured data
- unstructured data
- conditional probabilities
- mixture model
- probabilistic inference
- information retrieval
- markov networks
- data model
- hidden information
- artificial intelligence