PO-MOESP subspace identification of Directed Acyclic Graphs with unknown topology.
Patricio TorresJan-Willem van WingerdenMichel VerhaegenPublished in: Autom. (2015)
Keyphrases
- directed acyclic graph
- equivalence class
- structural learning
- random variables
- equivalence classes
- causal models
- directed graph
- conditional independence
- principal component analysis
- undirected graph
- low dimensional
- causal reasoning
- independence relations
- causal discovery
- high dimensional
- observational data
- bayesian network structure
- markov property
- structural equation models
- subspace clustering
- graphical models