Causal Discovery on Discrete Data with Extensions to Mixture Model.
Furui LiuLaiwan ChanPublished in: ACM Trans. Intell. Syst. Technol. (2016)
Keyphrases
- mixture model
- discrete data
- causal discovery
- dirichlet distribution
- continuous data
- causal models
- causal relationships
- discovery process
- em algorithm
- generative model
- probabilistic model
- bayesian networks
- high dimensional
- expectation maximization
- model selection
- latent dirichlet allocation
- conditional independence
- weighted graph
- directed acyclic graph
- unsupervised learning
- language model
- maximum likelihood
- data mining
- categorical data
- data sets