Testing Conditional Independence on Discrete Data using Stochastic Complexity.
Alexander MarxJilles VreekenPublished in: CoRR (2019)
Keyphrases
- conditional independence
- discrete data
- bayesian networks
- random variables
- continuous data
- graphical models
- probability distribution
- structure learning
- directed acyclic graph
- axiomatic characterization
- high dimensional
- causal models
- causal discovery
- continuous domains
- chain graphs
- neural network
- weighted graph
- similarity search
- probabilistic model
- conditional independence tests
- latent dirichlet allocation
- fuzzy sets
- pairwise
- feature selection
- data mining