Testing Conditional Independence on Discrete Data using Stochastic Complexity.
Alexander MarxJilles VreekenPublished in: AISTATS (2019)
Keyphrases
- conditional independence
- discrete data
- bayesian networks
- graphical models
- continuous data
- random variables
- causal models
- directed acyclic graph
- axiomatic characterization
- probability distribution
- causal discovery
- structure learning
- latent dirichlet allocation
- probabilistic model
- chain graphs
- high dimensional
- weighted graph
- markov networks
- continuous domains