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