Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs.

Yangbo He Jinzhu Jia Bin Yu

Published in: J. Mach. Learn. Res. (2015)

Keyphrases

directed acyclic graph
markov equivalence classes
equivalence class
equivalence classes
conditional independence
structural learning
random variables
directed graph
causal models
transitive closure
bayesian network structure
undirected graph
causal reasoning
data mining
np hard