D-VAE: A Variational Autoencoder for Directed Acyclic Graphs.
Muhan ZhangShali JiangZhicheng CuiRoman GarnettYixin ChenPublished in: NeurIPS (2019)
Keyphrases
- directed acyclic graph
- equivalence class
- structural learning
- random variables
- bayesian network structure
- conditional independence
- equivalence classes
- directed graph
- undirected graph
- variational methods
- image segmentation
- causal models
- causal reasoning
- random walk
- causal discovery
- markov property
- markov random field