Exact Sampling of Directed Acyclic Graphs from Modular Distributions.
Topi TalvitieAleksis VuoksenmaaMikko KoivistoPublished in: UAI (2019)
Keyphrases
- directed acyclic graph
- random variables
- equivalence class
- structural learning
- probability distribution
- conditional independence
- equivalence classes
- random sampling
- graphical models
- causal models
- bayesian network structure
- directed graph
- undirected graph
- causal reasoning
- causal discovery
- sample size
- independence relations
- exponential family
- bayesian networks
- decision problems
- random walk
- markov property