Hyperbolic Disk Embeddings for Directed Acyclic Graphs.
Ryota SuzukiRyusuke TakahamaShun OnodaPublished in: ICML (2019)
Keyphrases
- directed acyclic graph
- conditional independence
- equivalence class
- vector space
- main memory
- equivalence classes
- structural learning
- directed graph
- random variables
- dimensionality reduction
- causal models
- low dimensional
- causal discovery
- markov property
- undirected graph
- euclidean space
- manifold learning
- bayesian network structure
- structural equation models
- independence relations
- pairwise