Causality and tractable probabilistic models.
David CruzJorge P. BatistaPublished in: Frontiers Comput. Sci. (2023)
Keyphrases
- probabilistic model
- graphical models
- bayesian inference
- language model
- latent variables
- expectation maximization
- generative model
- conditional random fields
- computational complexity
- causal relations
- conditional probabilities
- mixture model
- hidden variables
- causal models
- np hard
- computational problems
- causal ordering
- bayesian networks
- np complete
- em algorithm
- image segmentation
- causal knowledge
- maximum likelihood
- causal relationships
- information systems
- probabilistic modeling
- observational data
- bounded treewidth
- version spaces
- data mining