Discussion of "Learning Equivalence Classes of Acyclic Models with Latent and Selection Variables from Multiple Datasets with Overlapping Variables".
Jiji ZhangRicardo Bezerra de Andrade e SilvaPublished in: AISTATS (2011)
Keyphrases
- bayesian network structures
- equivalence classes
- hidden variables
- causal structure
- bayesian networks
- learning algorithm
- latent variable models
- equivalence class
- conditional independencies
- prior knowledge
- variable selection
- learning process
- learning bayesian networks
- reinforcement learning
- bayesian network structure
- multiple tasks
- causal models
- directed acyclic graph
- probabilistic model
- causal relationships
- latent variables
- causal ordering
- independent variables
- data mining
- random variables