A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test.
Lei ZanAnouar MeynaouiCharles K. AssaadEmilie DevijverÉric GaussierPublished in: Entropy (2022)
Keyphrases
- conditional independence
- mixed data
- conditional mutual information
- bayesian networks
- random variables
- mutual information
- graphical models
- structure learning
- causal models
- probability distribution
- learning bayesian networks
- selection criterion
- knn
- possibility theory
- axiomatic characterization
- directed acyclic graph
- causal discovery
- data sets
- mixture of gaussian distributions
- maximum likelihood
- chain graphs
- data compression
- least squares
- probabilistic model
- first order logic
- clustering algorithm
- neural network