Efficient Learning of Quadratic Variance Function Directed Acyclic Graphs via Topological Layers.
Wei ZhouXin HeWei ZhongJunhui WangPublished in: CoRR (2021)
Keyphrases
- efficient learning
- directed acyclic graph
- structural learning
- equivalence class
- random variables
- conditional independence
- bayesian network structure
- causal models
- equivalence classes
- causal discovery
- directed graph
- causal reasoning
- undirected graph
- learning algorithm
- structured prediction
- bayes net
- objective function
- membership queries
- graphical models
- markov random field
- pairwise